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Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5807
Bandits with Preference Feedback: A Stackelberg Game Perspective
In Poster Session 5 West
Barna Pásztor · Parnian Kassraie · Andreas Krause
[ OpenReview] 
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5206
DreamCatcher: A Wearer-aware Multi-modal Sleep Event Dataset Based on Earables in Non-restrictive Environments
In Poster Session 5 West
Zeyu Wang · Xiyuxing Zhang · Ruotong Yu · Yuntao Wang · Kenneth Christofferson · Jingru Zhang · Alex Mariakakis · Yuanchun Shi
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5410
Learning Versatile Skills with Curriculum Masking
In Poster Session 5 West
Yao Tang · Zhihui Xie · Zichuan Lin · Deheng Ye · Shuai Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5709
Improved Sample Complexity for Multiclass PAC Learning
In Poster Session 5 West
Steve Hanneke · Shay Moran · Qian Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7103
Action Imitation in Common Action Space for Customized Action Image Synthesis
In Poster Session 5 West
wang lin · Jingyuan Chen · Jiaxin Shi · Zirun Guo · Yichen Zhu · Zehan Wang · Tao Jin · Zhou Zhao · Fei Wu · Shuicheng Yan · Hanwang Zhang
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7106
Changing the Training Data Distribution to Reduce Simplicity Bias Improves In-distribution Generalization
In Poster Session 5 West
Dang Nguyen · Paymon Haddad · Eric Gan · Baharan Mirzasoleiman
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5108
Beyond Aesthetics: Cultural Competence in Text-to-Image Models
In Poster Session 5 West
Nithish Kannen Senthilkumar · Arif Ahmad · Marco Andreetto · Vinodkumar Prabhakaran · Utsav Prabhu · Adji Bousso Dieng · Pushpak Bhattacharyya · Shachi Dave
[ Slides]  [ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6501
Contrastive dimension reduction: when and how?
In Poster Session 5 West
Sam Hawke · YueEn Ma · Didong Li
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6603
Robust Offline Active Learning on Graphs
In Poster Session 5 West
Yuanchen Wu · Yubai Yuan
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5705
Sharpness-diversity tradeoff: improving flat ensembles with SharpBalance
In Poster Session 5 West
Haiquan Lu · Xiaotian Liu · Yefan Zhou · Qunli Li · Kurt Keutzer · Michael Mahoney · Yujun Yan · Huanrui Yang · Yaoqing Yang
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5106
Building Timeseries Dataset: Empowering Large-Scale Building Analytics
In Poster Session 5 West
Arian Prabowo · Xiachong LIN · Imran Razzak · Hao Xue · Emily Yap · Matthew Amos · Flora Salim
[ Slides]  [ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6509
The surprising efficiency of temporal difference learning for rare event prediction
In Poster Session 5 West
Xiaoou Cheng · Jonathan Weare
[ Poster]  [ OpenReview] 
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6609
Interpret Your Decision: Logical Reasoning Regularization for Generalization in Visual Classification
In Poster Session 5 West
Zhaorui Tan · Xi Yang · Qiufeng Wang · Anh Nguyen · Kaizhu Huang
[ Slides]  [ Poster]  [ OpenReview] 
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6302
Bigger, Regularized, Optimistic: scaling for compute and sample efficient continuous control
In Poster Session 5 West
Michal Nauman · Mateusz Ostaszewski · Krzysztof Jankowski · Piotr Miłoś · Marek Cygan
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5506
The Fairness-Quality Tradeoff in Clustering
In Poster Session 5 West
Rashida Hakim · Ana-Andreea Stoica · Christos Papadimitriou · Mihalis Yannakakis
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6207
XLand-MiniGrid: Scalable Meta-Reinforcement Learning Environments in JAX
In Poster Session 5 West
Alexander Nikulin · Vladislav Kurenkov · Ilya Zisman · Artem Agarkov · Viacheslav Sinii · Sergey Kolesnikov
[ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5009
Towards Estimating Bounds on the Effect of Policies under Unobserved Confounding
In Poster Session 5 West
Alexis Bellot · Silvia Chiappa
[ Poster]  [ OpenReview] 
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5000
Do Finetti: On Causal Effects for Exchangeable Data
In Poster Session 5 West
Siyuan Guo · Chi Zhang · Karthika Mohan · Ferenc Huszar · Bernhard Schölkopf
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7000
Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization
In Poster Session 5 West
Xingchen Wan · Ruoxi Sun · Hootan Nakhost · Sercan Arik
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6410
Action Gaps and Advantages in Continuous-Time Distributional Reinforcement Learning
In Poster Session 5 West
Harley Wiltzer · Marc Bellemare · David Meger · Patrick Shafto · Yash Jhaveri
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5406
Vocal Call Locator Benchmark (VCL'24) for localizing rodent vocalizations from multi-channel audio
In Poster Session 5 West
Ralph Peterson · Aramis Tanelus · Christopher Ick · Bartul Mimica · Niegil Francis Muttath Joseph · Violet Ivan · Aman Choudhri · Annegret Falkner · Mala Murthy · David Schneider · Dan Sanes · Alex Williams
[ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5303
CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs
In Poster Session 5 West
Zirui Wang · Mengzhou Xia · Luxi He · Howard Chen · Yitao Liu · Richard Zhu · Kaiqu Liang · Xindi Wu · Haotian Liu · Sadhika Malladi · Chevalier · Sanjeev Arora · Danqi Chen
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6000
On Learning Multi-Modal Forgery Representation for Diffusion Generated Video Detection
In Poster Session 5 West
Xiufeng Song · Xiao Guo · Jiache Zhang · Qirui Li · LEI BAI · Xiaoming Liu · Guangtao Zhai · Xiaohong Liu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5600
On the Efficiency of ERM in Feature Learning
In Poster Session 5 West
Ayoub El Hanchi · Chris Maddison · Murat Erdogdu
[ Slides]  [ Poster]  [ OpenReview] 
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6306
Diffusion for World Modeling: Visual Details Matter in Atari
In Poster Session 5 West
Eloi Alonso · Adam Jelley · Vincent Micheli · Anssi Kanervisto · Amos Storkey · Tim Pearce · François Fleuret
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6008
Private Attribute Inference from Images with Vision-Language Models
In Poster Session 5 West
Batuhan Tömekçe · Mark Vero · Robin Staab · Martin Vechev
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6309
Hierarchical Programmatic Option Framework
In Poster Session 5 West
Yu-An Lin · Chen-Tao Lee · Chih-Han Yang · Guan-Ting Liu · Shao-Hua Sun
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7110
On Feature Learning in Structured State Space Models
In Poster Session 5 West
Leena Chennuru Vankadara · Jin Xu · Moritz Haas · Volkan Cevher
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5906
Learning with Fitzpatrick Losses
In Poster Session 5 West
Seta Rakotomandimby · Jean-Philippe Chancelier · Michel De Lara · Mathieu Blondel
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6604
Active preference learning for ordering items in- and out-of-sample
In Poster Session 5 West
Herman Bergström · Emil Carlsson · Devdatt Dubhashi · Fredrik Johansson
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5707
Learning from higher-order correlations, efficiently: hypothesis tests, random features, and neural networks
In Poster Session 5 West
Eszter Szekely · Lorenzo Bardone · Federica Gerace · Sebastian Goldt
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5607
On the Limitations of Fractal Dimension as a Measure of Generalization
In Poster Session 5 West
Charlie Tan · Inés García-Redondo · Qiquan Wang · Michael Bronstein · Anthea Monod
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6704
Model-free Low-Rank Reinforcement Learning via Leveraged Entry-wise Matrix Estimation
In Poster Session 5 West
Stefan Stojanovic · Yassir Jedra · Alexandre Proutiere
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6003
Sample-efficient Bayesian Optimisation Using Known Invariances
In Poster Session 5 West
Theodore Brown · Alexandru Cioba · Ilija Bogunovic
[ Slides]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5401
FT-AED: Benchmark Dataset for Early Freeway Traffic Anomalous Event Detection
In Poster Session 5 West
Austin Coursey · Junyi Ji · Marcos Quinones Grueiro · William Barbour · Yuhang Zhang · Tyler Derr · Gautam Biswas · Daniel Work
[ Poster] 
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5304
DiscoveryWorld: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents
In Poster Session 5 West
Peter Jansen · Marc-Alexandre Côté · Tushar Khot · Erin Bransom · Bhavana Dalvi Mishra · Bodhisattwa Prasad Majumder · Oyvind Tafjord · Peter Clark
[ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5501
Wide Two-Layer Networks can Learn from Adversarial Perturbations
In Poster Session 5 West
Soichiro Kumano · Hiroshi Kera · Toshihiko Yamasaki
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5207
The iNaturalist Sounds Dataset
In Poster Session 5 West
Mustafa Chasmai · Alexander Shepard · Subhransu Maji · Grant Van Horn
[ Poster] 
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6307
DiffTORI: Differentiable Trajectory Optimization for Deep Reinforcement and Imitation Learning
In Poster Session 5 West
Weikang Wan · Ziyu Wang · Yufei Wang · Zackory Erickson · David Held
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7200
LoTLIP: Improving Language-Image Pre-training for Long Text Understanding
In Poster Session 5 West
Wei Wu · Kecheng Zheng · Shuailei Ma · Fan Lu · Yuxin Guo · Yifei Zhang · Wei Chen · Qingpei Guo · Yujun Shen · Zheng-Jun Zha
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6700
Nonparametric Evaluation of Noisy ICA Solutions
In Poster Session 5 West
Syamantak Kumar · Derek Bean · peter j bickel · Purnamrita Sarkar
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5701
Exploration, Exploitation, and Engagement in Multi-Armed Bandits with Abandonment
In Poster Session 5 West
Zixian Yang · Xin Liu · Lei Ying
[ Slides]  [ Poster]  [ JMLR] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5110
IndicVoices-R: Unlocking a Massive Multilingual Multi-speaker Speech Corpus for Scaling Indian TTS
In Poster Session 5 West
Ashwin Sankar · Srija Anand · Praveen Varadhan · Sherry Thomas · Mehak Singal · Shridhar Kumar · Deovrat Mehendale · Aditi Krishana · Giri Raju · Mitesh Khapra
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5109
StackEval: Benchmarking LLMs in Coding Assistance
In Poster Session 5 West
Zulkuf Genc · Nidhish Shah · Dogu Araci
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5102
PutnamBench: Evaluating Neural Theorem-Provers on the Putnam Mathematical Competition
In Poster Session 5 West
George Tsoukalas · Jasper Lee · John Jennings · Jimmy Xin · Michelle Ding · Michael Jennings · Amitayush Thakur · Swarat Chaudhuri
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5101
ShopBench: A Massive Multi-Task Online Shopping Benchmark for Large Language Models
In Poster Session 5 West
Yilun Jin · Zheng Li · Chenwei Zhang · Tianyu Cao · Yifan Gao · Pratik Jayarao · Mao Li · Xin Liu · Ritesh Sarkhel · Xianfeng Tang · Haodong Wang · Zhengyang Wang · Wenju Xu · Jingfeng Yang · Qingyu Yin · Xian Li · Priyanka Nigam · Yi Xu · Kai Chen · Qiang Yang · Meng Jiang · Bing Yin
[ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5200
PersonalSum: A User-Subjective Guided Personalized Summarization Dataset for Large Language Models
In Poster Session 5 West
Lemei Zhang · Peng Liu · Marcus Henriksboe · Even Lauvrak · Jon Atle Gulla · Heri Ramampiaro
[ Slides]  [ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5105
IaC-Eval: A code generation benchmark for Infrastructure-as-Code programs
In Poster Session 5 West
Patrick Tser Jern Kon · Jiachen Liu · Yiming Qiu · Weijun Fan · Ting He · Lei Lin · Haoran Zhang · Owen Park · George Elengikal · Yuxin Kang · Ang Chen · Mosharaf Chowdhury · Myungjin Lee · Xinyu Wang
[ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5202
Is Function Similarity Over-Engineered? Building a Benchmark
In Poster Session 5 West
Rebecca Saul · Chang Liu · Noah Fleischmann · Richard Zak · Kristopher Micinski · Edward Raff · James Holt
[ Slides]  [ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5201
emg2qwerty: A Large Dataset with Baselines for Touch Typing using Surface Electromyography
In Poster Session 5 West
Viswanath Sivakumar · Jeffrey Seely · Alan Du · Sean Bittner · Adam Berenzweig · Anuoluwapo Bolarinwa · Alex Gramfort · Michael Mandel
[ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5203
SETBENCH: Assessing the Analytical and Semantic Robustness of Language Models
In Poster Session 5 West
Nicholas Dronen · Bardiya Akhbari · Manish Digambar Gawali
[ Slides] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5204
Multi-modal Situated Reasoning in 3D Scenes
In Poster Session 5 West
Xiongkun Linghu · Xuesong Niu · Jiangyong Huang · Xiaojian (Shawn) Ma · Baoxiong Jia · Siyuan Huang
[ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5205
CARE: a Benchmark Suite for the Classification and Retrieval of Enzymes
In Poster Session 5 West
Jason Yang · Ariane Mora · Shengchao Liu · Bruce Wittmann · Animashree Anandkumar · Frances Arnold · Yisong Yue
[ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5208
BertaQA: How Much Do Language Models Know About Local Culture?
In Poster Session 5 West
Julen Etxaniz · Gorka Azkune · Aitor Soroa · Oier Lacalle · Mikel Artetxe
[ Slides]  [ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5209
OpenSatMap: A Fine-grained High-resolution Satellite Dataset for Large-scale Map Construction
In Poster Session 5 West
Hongbo Zhao · Lue Fan · Yuntao Chen · Haochen Wang · yuran Yang · Xiaojuan Jin · YIXIN ZHANG · GAOFENG MENG · ZHAO-XIANG ZHANG
[ Slides]  [ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5210
WelQrate: Defining the Gold Standard in Small Molecule Drug Discovery Benchmarking
In Poster Session 5 West
Yunchao Liu · Ha Dong · Xin Wang · Rocco Moretti · Yu Wang · Zhaoqian Su · Jiawei Gu · Bobby Bodenheimer · Charles Weaver · Jens Meiler · Tyler Derr
[ Slides]  [ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5311
BiVLC: Extending Vision-Language Compositionality Evaluation with Text-to-Image Retrieval
In Poster Session 5 West
Imanol Miranda · Ander Salaberria · Eneko Agirre · Gorka Azkune
[ Slides]  [ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5310
Copycats: the many lives of a publicly available medical imaging dataset
In Poster Session 5 West
Amelia Jiménez-Sánchez · Natalia-Rozalia Avlona · Dovile Juodelyte · Théo Sourget · Caroline Vang-Larsen · Anna Rogers · Hubert Zając · Veronika Cheplygina
[ Slides]  [ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5309
$\texttt{dopanim}$: A Dataset of Doppelganger Animals with Noisy Annotations from Multiple Humans
In Poster Session 5 West
Marek Herde · Denis Huseljic · Lukas Rauch · Bernhard Sick
[ Slides]  [ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5308
CaptainCook4D: A Dataset for Understanding Errors in Procedural Activities
In Poster Session 5 West
Rohith Peddi · Shivvrat Arya · Bharath Challa · Likhitha Pallapothula · Akshay Vyas · Bhavya Gouripeddi · Qifan Zhang · Jikai Wang · Vasundhara Komaragiri · Eric Ragan · Nicholas Ruozzi · Yu Xiang · Vibhav Gogate
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5306
GTA: A Benchmark for General Tool Agents
In Poster Session 5 West
Jize Wang · Ma Zerun · Yining Li · Songyang Zhang · Cailian Chen · Kai Chen · Xinyi Le
[ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6808
Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos
In Poster Session 5 West
Polina Turishcheva · Paul Fahey · Michaela Vystrčilová · Laura Hansel · Rachel Froebe · Kayla Ponder · Yongrong Qiu · Konstantin Willeke · Mohammad Bashiri · Ruslan Baikulov · Yu Zhu · Lei Ma · Shan Yu · Tiejun Huang · Bryan Li · Wolf De Wulf · Nina Kudryashova · Matthias Hennig · Nathalie Rochefort · Arno Onken · Eric Y. Wang · Zhiwei Ding · Andreas Tolias · Fabian Sinz · Alexander Ecker
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5400
Indoor Air Quality Dataset with Activities of Daily Living in Low to Middle-income Communities
In Poster Session 5 West
Prasenjit Karmakar · Swadhin Pradhan · Sandip Chakraborty
[ Slides]  [ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5402
STimage-1K4M: A histopathology image-gene expression dataset for spatial transcriptomics
In Poster Session 5 West
Jiawen Chen · Muqing Zhou · Wenrong Wu · Jinwei Zhang · Yun Li · Didong Li
[ Slides] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5006
Identifying Selections for Unsupervised Subtask Discovery
In Poster Session 5 West
Yiwen Qiu · Yujia Zheng · Kun Zhang
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5403
RClicks: Realistic Click Simulation for Benchmarking Interactive Segmentation
In Poster Session 5 West
Anton Antonov · Andrei Moskalenko · Denis Shepelev · Vlad Shakhuro · Alexander Krapukhin · Konstantin Soshin · Anton Konushin
[ Slides]  [ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7101
S$^{2}$FT: Efficient, Scalable and Generalizable LLM Fine-tuning by Structured Sparsity
In Poster Session 5 West
Xinyu Yang · Jixuan Leng · Geyang Guo · Jiawei Zhao · Ryumei Nakada · Linjun Zhang · Huaxiu Yao · Beidi Chen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5404
CoMix: A Comprehensive Benchmark for Multi-Task Comic Understanding
In Poster Session 5 West
Emanuele Vivoli · Marco Bertini · Dimosthenis Karatzas
[ Slides]  [ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5407
Beyond Prompts: Dynamic Conversational Benchmarking of Large Language Models
In Poster Session 5 West
David Castillo-Bolado · Joseph Davidson · Finlay Gray · Marek Rosa
[ Slides]  [ Poster] 
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6802
Minimum Entropy Coupling with Bottleneck
In Poster Session 5 West
Reza Ebrahimi · Jun Chen · Ashish Khisti
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6809
Private and Personalized Frequency Estimation in a Federated Setting
In Poster Session 5 West
Amrith Setlur · Vitaly Feldman · Kunal Talwar
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6405
Episodic Future Thinking Mechanism for Multi-agent Reinforcement Learning
In Poster Session 5 West
Dongsu Lee · Minhae Kwon
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5100
InfiBench: Evaluating the Question-Answering Capabilities of Code Large Language Models
In Poster Session 5 West
Linyi Li · Shijie Geng · Zhenwen Li · Yibo He · Hao Yu · Ziyue Hua · Guanghan Ning · Siwei Wang · Tao Xie · Hongxia Yang
[ Slides]  [ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7005
A Theoretical Understanding of Self-Correction through In-context Alignment
In Poster Session 5 West
Yifei Wang · Yuyang Wu · Zeming Wei · Stefanie Jegelka · Yisen Wang
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5804
Melting Pot Contest: Charting the Future of Generalized Cooperative Intelligence
In Poster Session 5 West
Rakshit Trivedi · Akbir Khan · Jesse Clifton · Lewis Hammond · Edgar Duéñez-Guzmán · Dipam Chakraborty · John Agapiou · Jayd Matyas · Sasha Vezhnevets · Barna Pásztor · Yunke Ao · Omar G. Younis · Jiawei Huang · Benjamin Swain · Haoyuan Qin · Deng · Ziwei Deng · Utku Erdoğanaras · Yue Zhao · Marko Tesic · Natasha Jaques · Jakob Foerster · Vincent Conitzer · José Hernández-Orallo · Dylan Hadfield-Menell · Joel Leibo
[ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5305
emg2pose: A Large and Diverse Benchmark for Surface Electromyographic Hand Pose Estimation
In Poster Session 5 West
Sasha Salter · Richard Warren · Collin Schlager · Adrian Spurr · Shangchen Han · Rohin Bhasin · Yujun Cai · Peter Walkington · Anuoluwapo Bolarinwa · Robert Wang · Nathan Danielson · Josh Merel · Eftychios Pnevmatikakis · Jesse Marshall
[ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6305
AMAGO-2: Breaking the Multi-Task Barrier in Meta-Reinforcement Learning with Transformers
In Poster Session 5 West
Jake Grigsby · Justin Sasek · Samyak Parajuli · Ikechukwu D. Adebi · Amy Zhang · Yuke Zhu
[ Slides]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6707
User-Creator Feature Polarization in Recommender Systems with Dual Influence
In Poster Session 5 West
Tao Lin · Kun Jin · Andrew Estornell · Xiaoying Zhang · Yiling Chen · Yang Liu
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6608
FedGTST: Boosting Global Transferability of Federated Models via Statistics Tuning
In Poster Session 5 West
Evelyn Ma · Chao Pan · S. Rasoul Etesami · Han Zhao · Olgica Milenkovic
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5901
A Bayesian Approach to Data Point Selection
In Poster Session 5 West
XINNUO XU · Minyoung Kim · Royson Lee · Brais Martinez · Timothy Hospedales
[ OpenReview] 
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5408
ERBench: An Entity-Relationship based Automatically Verifiable Hallucination Benchmark for Large Language Models
In Poster Session 5 West
Jio Oh · Soyeon Kim · Junseok Seo · Jindong Wang · Ruochen Xu · Xing Xie · Steven Whang
[ Slides]  [ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5504
CultureLLM: Incorporating Cultural Differences into Large Language Models
In Poster Session 5 West
Cheng Li · Mengzhuo Chen · Jindong Wang · Sunayana Sitaram · Xing Xie
[ Slides]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5706
Mean-Field Analysis for Learning Subspace-Sparse Polynomials with Gaussian Input
In Poster Session 5 West
Ziang Chen · Rong Ge
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5104
ReMI: A Dataset for Reasoning with Multiple Images
In Poster Session 5 West
Mehran Kazemi · Nishanth Dikkala · Ankit Anand · Petar Devic · Ishita Dasgupta · Fangyu Liu · Bahare Fatemi · Pranjal Awasthi · Sreenivas Gollapudi · Dee Guo · Ahmed Qureshi
[ Slides]  [ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5902
SymILO: A Symmetry-Aware Learning Framework for Integer Linear Optimization
In Poster Session 5 West
Qian Chen · Tianjian Zhang · Linxin Yang · Qingyu Han · Akang Wang · Ruoyu Sun · Xiaodong Luo · Tsung-Hui Chang
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5301
EpiCare: A Reinforcement Learning Benchmark for Dynamic Treatment Regimes
In Poster Session 5 West
Mason Hargrave · Alex Spaeth · Logan Grosenick
[ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6403
Provably Efficient Reinforcement Learning with Multinomial Logit Function Approximation
In Poster Session 5 West
Long-Fei Li · Yu-Jie Zhang · Peng Zhao · Zhi-Hua Zhou
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6506
Strategic Linear Contextual Bandits
In Poster Session 5 West
Thomas Kleine Buening · Aadirupa Saha · Christos Dimitrakakis · Haifeng Xu
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5405
Towards Reliable Model Selection for Unsupervised Domain Adaptation: An Empirical Study and A Certified Baseline
In Poster Session 5 West
Dapeng Hu · Romy Luo · Jian Liang · Chuan Sheng Foo
[ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5007
Causal Effect Identification in a Sub-Population with Latent Variables
In Poster Session 5 West
Amir Mohammad Abouei · Ehsan Mokhtarian · Negar Kiyavash · Matthias Grossglauser
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6909
Large Language Models as Urban Residents: An LLM Agent Framework for Personal Mobility Generation
In Poster Session 5 West
WANG JIAWEI · Renhe Jiang · Chuang Yang · Zengqing Wu · makoto onizuka · Ryosuke Shibasaki · Noboru Koshizuka · Chuan Xiao
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5911
Sample-Efficient Geometry Reconstruction from Euclidean Distances using Non-Convex Optimization
In Poster Session 5 West
Ipsita Ghosh · Abiy Tasissa · Christian Kümmerle
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5907
A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled Constraints
In Poster Session 5 West
Liuyuan Jiang · Quan Xiao · Victor Tenorio · Fernando Real-Rojas · Antonio G. Marques · Tianyi Chen
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6101
DMC-VB: A Benchmark for Representation Learning for Control with Visual Distractors
In Poster Session 5 West
Joseph Ortiz · Antoine Dedieu · Wolfgang Lehrach · J Swaroop Guntupalli · Carter Wendelken · Ahmad Humayun · Sivaramakrishnan Swaminathan · Guangyao Zhou · Miguel Lazaro-Gredilla · Kevin Murphy
[ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6012
From Similarity to Superiority: Channel Clustering for Time Series Forecasting
In Poster Session 5 West
Jialin Chen · Jan Eric Lenssen · Aosong Feng · Weihua Hu · Matthias Fey · Leandros Tassiulas · Jure Leskovec · Rex Ying
[ Poster]  [ OpenReview] 
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6100
Exclusively Penalized Q-learning for Offline Reinforcement Learning
In Poster Session 5 West
Junghyuk Yeom · Yonghyeon Jo · Jeongmo Kim · Sanghyeon Lee · Seungyul Han
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6705
How Does Variance Shape the Regret in Contextual Bandits?
In Poster Session 5 West
Zeyu Jia · Jian Qian · Alexander Rakhlin · Chen-Yu Wei
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6201
Exploring the Edges of Latent State Clusters for Goal-Conditioned Reinforcement Learning
In Poster Session 5 West
Yuanlin Duan · Guofeng Cui · He Zhu
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6208
The Ladder in Chaos: Improving Policy Learning by Harnessing the Parameter Evolving Path in A Low-dimensional Space
In Poster Session 5 West
Hongyao Tang · Min Zhang · Chen Chen · Jianye Hao
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6710
Bias Detection via Signaling
In Poster Session 5 West
Yiling Chen · Tao Lin · Ariel Procaccia · Aaditya Ramdas · Itai Shapira
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6907
Dynamic Subgroup Identification in Covariate-adjusted Response-adaptive Randomization Experiments
In Poster Session 5 West
Yanping Li · Jingshen Wang · Waverly Wei
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6401
Regularized Q-Learning
In Poster Session 5 West
Han-Dong Lim · Donghwan Lee
[ Slides]  [ Poster]  [ OpenReview] 
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5601
TOPA: Extending Large Language Models for Video Understanding via Text-Only Pre-Alignment
In Poster Session 5 West
Wei Li · Hehe Fan · Yongkang Wong · Mohan Kankanhalli · Yi Yang
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6906
SIRIUS : Contexual Sparisty with Correction for Efficient LLMs
In Poster Session 5 West
Yang Zhou · Zhuoming Chen · Zhaozhuo Xu · Victoria Lin · Beidi Chen
[ OpenReview] 
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6402
The Power of Resets in Online Reinforcement Learning
In Poster Session 5 West
Zak Mhammedi · Dylan J Foster · Alexander Rakhlin
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6407
Flipping-based Policy for Chance-Constrained Markov Decision Processes
In Poster Session 5 West
Xun Shen · Shuo Jiang · Akifumi Wachi · Kazumune Hashimoto · Sebastien Gros
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6408
Adversarially Trained Weighted Actor-Critic for Safe Offline Reinforcement Learning
In Poster Session 5 West
Honghao Wei · Xiyue Peng · Arnob Ghosh · Xin Liu
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6409
Robust Reinforcement Learning with General Utility
In Poster Session 5 West
Ziyi Chen · Yan Wen · Zhengmian Hu · Heng Huang
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6200
Adaptive $Q$-Aid for Conditional Supervised Learning in Offline Reinforcement Learning
In Poster Session 5 West
Jeonghye Kim · Suyoung Lee · Woojun Kim · Youngchul Sung
[ Slides]  [ Poster]  [ OpenReview] 
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5808
Optimization Algorithm Design via Electric Circuits
In Poster Session 5 West
Stephen Boyd · Tetiana Parshakova · Ernest Ryu · Jaewook J. Suh
[ Slides]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5700
Online Learning with Sublinear Best-Action Queries
In Poster Session 5 West
Matteo Russo · Andrea Celli · Riccardo Colini Baldeschi · Federico Fusco · Daniel Haimovich · Dima Karamshuk · Stefano Leonardi · Niek Tax
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5503
Improving Subgroup Robustness via Data Selection
In Poster Session 5 West
Saachi Jain · Kimia Hamidieh · Kristian Georgiev · Andrew Ilyas · Marzyeh Ghassemi · Aleksander Madry
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7100
Label Delay in Online Continual Learning
In Poster Session 5 West
Botos Csaba · Wenxuan Zhang · Matthias Müller · Ser Nam Lim · Philip Torr · Adel Bibi
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5510
SeafloorGenAI: A Large-scale Vision-Language Dataset for Seafloor Geological Survey
In Poster Session 5 West
Kien Nguyen · Fengchun Qiao · Arthur Trembanis · Xi Peng
[ Slides]  [ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6903
Optimizing the coalition gain in Online Auctions with Greedy Structured Bandits
In Poster Session 5 West
Dorian Baudry · Hugo Richard · Maria Cherifa · Vianney Perchet · Clément Calauzènes
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6908
Alleviating Distortion in Image Generation via Multi-Resolution Diffusion Models and Time-Dependent Layer Normalization
In Poster Session 5 West
Qihao Liu · Zhanpeng Zeng · Ju He · Qihang Yu · Xiaohui Shen · Liang-Chieh Chen
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6210
Effective Exploration Based on the Structural Information Principles
In Poster Session 5 West
Xianghua Zeng · Hao Peng · Angsheng Li
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5002
QWO: Speeding Up Permutation-Based Causal Discovery in LiGAMs
In Poster Session 5 West
Mohammad Shahverdikondori · Ehsan Mokhtarian · Negar Kiyavash
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6902
Diffusion Spectral Representation for Reinforcement Learning
In Poster Session 5 West
Dmitry Shribak · Chen-Xiao Gao · Yitong Li · Chenjun Xiao · Bo Dai
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6010
Universal Exact Compression of Differentially Private Mechanisms
In Poster Session 5 West
Yanxiao Liu · Wei-Ning Chen · Ayfer Ozgur · Cheuk Ting Li
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5900
Don't Compress Gradients in Random Reshuffling: Compress Gradient Differences
In Poster Session 5 West
Abdurakhmon Sadiev · Grigory Malinovsky · Eduard Gorbunov · Igor Sokolov · Ahmed Khaled · Konstantin Burlachenko · Peter Richtarik
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6310
Deep Policy Gradient Methods Without Batch Updates, Target Networks, or Replay Buffers
In Poster Session 5 West
Gautham Vasan · Mohamed Elsayed · Seyed Alireza Azimi · Jiamin He · Fahim Shahriar · Colin Bellinger · Martha White · Rupam Mahmood
[ Slides]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6011
On the Benefits of Public Representations for Private Transfer Learning under Distribution Shift
In Poster Session 5 West
Pratiksha Thaker · Amrith Setlur · Steven Wu · Virginia Smith
[ OpenReview] 
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5809
Stacking Your Transformers: A Closer Look at Model Growth for Efficient LLM Pre-Training
In Poster Session 5 West
Wenyu Du · Tongxu Luo · Zihan Qiu · Zeyu Huang · Yikang Shen · Reynold Cheng · Yike Guo · Jie Fu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5905
The Power of Extrapolation in Federated Learning
In Poster Session 5 West
Hanmin Li · Kirill Acharya · Peter Richtarik
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6110
Trap-MID: Trapdoor-based Defense against Model Inversion Attacks
In Poster Session 5 West
ZhenTing Liu · ShangTse Chen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6006
Active Set Ordering
In Poster Session 5 West
Quoc Phong Nguyen · Sunil Gupta · Svetha Venkatesh · Bryan Kian Hsiang Low · Patrick Jaillet
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6308
Adaptive Preference Scaling for Reinforcement Learning with Human Feedback
In Poster Session 5 West
Ilgee Hong · Zichong Li · Alexander Bukharin · Yixiao Li · Haoming Jiang · Tianbao Yang · Tuo Zhao
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6900
Online Feature Updates Improve Online (Generalized) Label Shift Adaptation
In Poster Session 5 West
Ruihan Wu · Siddhartha Datta · Yi Su · Dheeraj Baby · Yu-Xiang Wang · Kilian Weinberger
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5508
Proportional Fairness in Clustering: A Social Choice Perspective
In Poster Session 5 West
Leon Kellerhals · Jannik Peters
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5602
Fair Online Bilateral Trade
In Poster Session 5 West
François Bachoc · Nicolò Cesa-Bianchi · Tom Cesari · Roberto Colomboni
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6007
Bayesian Optimization of Functions over Node Subsets in Graphs
In Poster Session 5 West
Huidong Liang · Xingchen Wan · Xiaowen Dong
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5507
Mind the Graph When Balancing Data for Fairness or Robustness
In Poster Session 5 West
Jessica Schrouff · Alexis Bellot · Amal Rannen-Triki · Alan Malek · Isabela Albuquerque · Arthur Gretton · Alexander D'Amour · Silvia Chiappa
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6202
Provable Partially Observable Reinforcement Learning with Privileged Information
In Poster Session 5 West
Yang Cai · Xiangyu Liu · Argyris Oikonomou · Kaiqing Zhang
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5603
Building a stable classifier with the inflated argmax
In Poster Session 5 West
Jake Soloff · Rina Barber · Rebecca Willett
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6600
Robust group and simultaneous inferences for high-dimensional single index model
In Poster Session 5 West
Weichao Yang · Hongwei Shi · Xu Guo · Changliang Zou
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5904
Scalable Kernel Inverse Optimization
In Poster Session 5 West
Youyuan Long · Tolga Ok · Pedro Zattoni Scroccaro · Peyman Mohajerin Esfahani
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6001
Single-Loop Stochastic Algorithms for Difference of Max-Structured Weakly Convex Functions
In Poster Session 5 West
Quanqi Hu · Qi Qi · Zhaosong Lu · Tianbao Yang
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5810
Sparse maximal update parameterization: A holistic approach to sparse training dynamics
In Poster Session 5 West
Nolan Dey · Shane Bergsma · Joel Hestness
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6109
Membership Inference Attacks against Fine-tuned Large Language Models via Self-prompt Calibration
In Poster Session 5 West
Wenjie Fu · Huandong Wang · Chen Gao · Guanghua Liu · Yong Li · Tao Jiang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6510
Linear Causal Bandits: Unknown Graph and Soft Interventions
In Poster Session 5 West
Zirui Yan · Ali Tajer
[ OpenReview] 
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5604
Recursive PAC-Bayes: A Frequentist Approach to Sequential Prior Updates with No Information Loss
In Poster Session 5 West
Yi-Shan Wu · Yijie Zhang · Badr-Eddine Cherief-Abdellatif · Yevgeny Seldin
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6706
Mutual Information Estimation via $f$-Divergence and Data Derangements
In Poster Session 5 West
Nunzio Alexandro Letizia · Nicola Novello · Andrea M Tonello
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6801
The Benefits of Balance: From Information Projections to Variance Reduction
In Poster Session 5 West
Lang Liu · Ronak Mehta · Soumik Pal · Zaid Harchaoui
[ Slides]  [ OpenReview] 
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7006
Rethinking Exploration in Reinforcement Learning with Effective Metric-Based Exploration Bonus
In Poster Session 5 West
Yiming Wang · Kaiyan Zhao · Furui Liu · Leong Hou U
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7008
Quantifying Aleatoric Uncertainty of the Treatment Effect: A Novel Orthogonal Learner
In Poster Session 5 West
Valentyn Melnychuk · Stefan Feuerriegel · Mihaela van der Schaar
[ Poster]  [ OpenReview] 
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6605
Sample Complexity Reduction via Policy Difference Estimation in Tabular Reinforcement Learning
In Poster Session 5 West
Adhyyan Narang · Andrew Wagenmaker · Lillian Ratliff · Kevin Jamieson
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5605
Learning a Single Neuron Robustly to Distributional Shifts and Adversarial Label Noise
In Poster Session 5 West
Shuyao Li · Sushrut Karmalkar · Ilias Diakonikolas · Jelena Diakonikolas
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5409
Fit for our purpose, not yours: Benchmark for a low-resource, Indigenous language
In Poster Session 5 West
Suzanne Duncan · Gianna Leoni · Lee Steven · Keoni K Mahelona · Peter Lucas K Jones
[ Poster] 
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5003
Identification and Estimation of the Bi-Directional MR with Some Invalid Instruments
In Poster Session 5 West
Feng Xie · Zhen Yao · Lin Xie · Yan Zeng · Zhi Geng
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7009
The Closeness of In-Context Learning and Weight Shifting for Softmax Regression
In Poster Session 5 West
Shuai Li · Zhao Song · Yu Xia · Tong Yu · Tianyi Zhou
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5004
Detecting and Measuring Confounding Using Causal Mechanism Shifts
In Poster Session 5 West
Abbavaram Gowtham Reddy · Vineeth N Balasubramanian
[ Slides]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6203
OPERA: Automatic Offline Policy Evaluation with Re-weighted Aggregates of Multiple Estimators
In Poster Session 5 West
Allen Nie · Yash Chandak · Christina Yuan · Anirudhan Badrinath · Yannis Flet-Berliac · Emma Brunskill
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5801
Dynamic Service Fee Pricing under Strategic Behavior: Actions as Instruments and Phase Transition
In Poster Session 5 West
Rui Ai · David Simchi-Levi · Feng Zhu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6009
PANORAMIA: Privacy Auditing of Machine Learning Models without Retraining
In Poster Session 5 West
Mishaal Kazmi · Hadrien Lautraite · Alireza Akbari · Qiaoyue Tang · Mauricio Soroco · Tao Wang · Sébastien Gambs · Mathias Lécuyer
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6108
PrivCirNet: Efficient Private Inference via Block Circulant Transformation
In Poster Session 5 West
Tianshi Xu · Lemeng Wu · Runsheng Wang · Meng Li
[ Slides]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5802
Nearly Minimax Optimal Submodular Maximization with Bandit Feedback
In Poster Session 5 West
Artin Tajdini · Lalit Jain · Kevin Jamieson
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7010
ContextGS : Compact 3D Gaussian Splatting with Anchor Level Context Model
In Poster Session 5 West
Yufei Wang · Zhihao Li · Lanqing Guo · Wenhan Yang · Alex Kot · Bihan Wen
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6004
Query-Efficient Correlation Clustering with Noisy Oracle
In Poster Session 5 West
Yuko Kuroki · Atsushi Miyauchi · Francesco Bonchi · Wei Chen
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6002
High-probability complexity bounds for stochastic non-convex minimax optimization
In Poster Session 5 West
Yassine Laguel · Yasa Syed · Necdet Serhat Aybat · Mert Gurbuzbalaban
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5606
Federated Learning from Vision-Language Foundation Models: Theoretical Analysis and Method
In Poster Session 5 West
Bikang Pan · Wei Huang · Ye Shi
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5903
CRONOS: Enhancing Deep Learning with Scalable GPU Accelerated Convex Neural Networks
In Poster Session 5 West
Miria Feng · Zachary Frangella · Mert Pilanci
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6107
Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivity
In Poster Session 5 West
Hanlin Gu · WinKent Ong · Chee Seng Chan · Lixin Fan
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6507
How does Inverse RL Scale to Large State Spaces? A Provably Efficient Approach
In Poster Session 5 West
Filippo Lazzati · Mirco Mutti · Alberto Maria Metelli
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5909
An Accelerated Gradient Method for Convex Smooth Simple Bilevel Optimization
In Poster Session 5 West
Jincheng Cao · Ruichen Jiang · Erfan Yazdandoost Hamedani · Aryan Mokhtari
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5803
Symmetric Linear Bandits with Hidden Symmetry
In Poster Session 5 West
Phuong Nam Tran · The Anh Ta · Debmalya Mandal · Long Tran-Thanh
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7109
Learning Elastic Costs to Shape Monge Displacements
In Poster Session 5 West
Michal Klein · Aram-Alexandre Pooladian · Pierre Ablin · Eugene Ndiaye · Jonathan Niles-Weed · Marco Cuturi
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7108
Symmetry-Informed Governing Equation Discovery
In Poster Session 5 West
Jianke Yang · Wang Rao · Nima Dehmamy · Robin Walters · Rose Yu
[ OpenReview] 
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7107
Don't Look Twice: Faster Video Transformers with Run-Length Tokenization
In Poster Session 5 West
Rohan Choudhury · Guanglei Zhu · Sihan Liu · Koichiro Niinuma · Kris Kitani · László Jeni
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5608
Stability and Generalization of Asynchronous SGD: Sharper Bounds Beyond Lipschitz and Smoothness
In Poster Session 5 West
Xiaoge Deng · Tao Sun · Shengwei Li · Dongsheng Li · Xicheng Lu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6205
Pedestrian Trajectory Prediction with Missing Data: Datasets, Imputation, and Benchmarking
In Poster Session 5 West
Pranav Singh Chib · Pravendra Singh
[ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5005
Estimating Heterogeneous Treatment Effects by Combining Weak Instruments and Observational Data
In Poster Session 5 West
Miruna Oprescu · Nathan Kallus
[ Slides]  [ Poster]  [ OpenReview] 
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6610
PACE: marrying the generalization of PArameter-efficient fine-tuning with Consistency rEgularization
In Poster Session 5 West
Yao Ni · Shan Zhang · Piotr Koniusz
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6106
Private Geometric Median
In Poster Session 5 West
Mahdi Haghifam · Thomas Steinke · Jonathan Ullman
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5609
Dynamics of Supervised and Reinforcement Learning in the Non-Linear Perceptron
In Poster Session 5 West
Christian Schmid · James M Murray
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7105
What Rotary Position Embedding Can Tell Us: Identifying Query and Key Weights Corresponding to Basic Syntactic or High-level Semantic Information
In Poster Session 5 West
Yiting Chen · Junchi Yan
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6005
Transition Constrained Bayesian Optimization via Markov Decision Processes
In Poster Session 5 West
Jose Pablo Folch · Calvin Tsay · Robert Lee · Behrang Shafei · Weronika Ormaniec · Andreas Krause · Mark van der Wilk · Ruth Misener · Mojmir Mutny
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6505
RoME: A Robust Mixed-Effects Bandit Algorithm for Optimizing Mobile Health Interventions
In Poster Session 5 West
Easton Huch · Jieru Shi · Madeline R Abbott · Jessica Golbus · Alexander Moreno · Walter Dempsey
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6611
Label Noise: Ignorance Is Bliss
In Poster Session 5 West
Yilun Zhu · Jianxin Zhang · Aditya Gangrade · Clay Scott
[ Poster]  [ OpenReview] 
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7104
ReFT: Representation Finetuning for Language Models
In Poster Session 5 West
Zhengxuan Wu · Aryaman Arora · Zheng Wang · Atticus Geiger · Dan Jurafsky · Christopher D Manning · Christopher Potts
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5908
SPARKLE: A Unified Single-Loop Primal-Dual Framework for Decentralized Bilevel Optimization
In Poster Session 5 West
Shuchen Zhu · Boao Kong · Songtao Lu · Xinmeng Huang · Kun Yuan
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6104
Pandora's Box: Towards Building Universal Attackers against Real-World Large Vision-Language Models
In Poster Session 5 West
Daizong Liu · Mingyu Yang · Xiaoye Qu · Pan Zhou · Xiang Fang · Keke Tang · Yao Wan · Lichao Sun
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5710
Understanding the Gains from Repeated Self-Distillation
In Poster Session 5 West
Divyansh Pareek · Simon Du · Sewoong Oh
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6504
Fixed Confidence Best Arm Identification in the Bayesian Setting
In Poster Session 5 West
Kyoungseok Jang · Junpei Komiyama · Kazutoshi Yamazaki
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6709
Fast Last-Iterate Convergence of Learning in Games Requires Forgetful Algorithms
In Poster Session 5 West
Yang Cai · Gabriele Farina · Julien Grand-Clément · Christian Kroer · Chung-Wei Lee · Haipeng Luo · Weiqiang Zheng
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6804
An In-depth Investigation of Sparse Rate Reduction in Transformer-like Models
In Poster Session 5 West
Yunzhe Hu · Difan Zou · Dong Xu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6606
Is O(log N) practical? Near-Equivalence Between Delay Robustness and Bounded Regret in Bandits and RL
In Poster Session 5 West
Enoch H. Kang · P. R. Kumar
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6301
Policy-shaped prediction: avoiding distractions in model-based reinforcement learning
In Poster Session 5 West
Miles Hutson · Isaac Kauvar · Nick Haber
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6601
Toward Conditional Distribution Calibration in Survival Prediction
In Poster Session 5 West
Shi-ang Qi · Yakun Yu · Russell Greiner
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6300
Exploiting the Replay Memory Before Exploring the Environment: Enhancing Reinforcement Learning Through Empirical MDP Iteration
In Poster Session 5 West
Hongming Zhang · Chenjun Xiao · Chao Gao · Han Wang · bo xu · Martin Müller
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5708
How many classifiers do we need?
In Poster Session 5 West
Hyunsuk Kim · Liam Hodgkinson · Ryan Theisen · Michael Mahoney
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6503
Scaling Laws for Reward Model Overoptimization in Direct Alignment Algorithms
In Poster Session 5 West
Rafael Rafailov · Yaswanth Chittepu · Ryan Park · Harshit Sushil Sikchi · Joey Hejna · Brad Knox · Chelsea Finn · Scott Niekum
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6404
N-agent Ad Hoc Teamwork
In Poster Session 5 West
Caroline Wang · Muhammad Arrasy Rahman · Ishan Durugkar · Elad Liebman · Peter Stone
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6103
Differentially Private Equivalence Testing for Continuous Distributions and Applications
In Poster Session 5 West
Or Sheffet · Daniel Omer
[ Slides]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7201
Neural network learns low-dimensional polynomials with SGD near the information-theoretic limit
In Poster Session 5 West
Jason Lee · Kazusato Oko · Taiji Suzuki · Denny Wu
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6102
DOPPLER: Differentially Private Optimizers with Low-pass Filter for Privacy Noise Reduction
In Poster Session 5 West
Xinwei Zhang · Zhiqi Bu · Mingyi Hong · Meisam Razaviyayn
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7202
Learning from Highly Sparse Spatio-temporal Data
In Poster Session 5 West
Leyan Deng · Chenwang Wu · Defu Lian · Enhong Chen
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7203
Everyday Object Meets Vision-and-Language Navigation Agent via Backdoor
In Poster Session 5 West
Keji He · Kehan Chen · Jiawang Bai · Yan Huang · Qi Wu · Shu-Tao Xia · Liang Wang
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6502
Meta-Reinforcement Learning with Universal Policy Adaptation: Provable Near-Optimality under All-task Optimum Comparator
In Poster Session 5 West
Siyuan Xu · Minghui Zhu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6400
C-GAIL: Stabilizing Generative Adversarial Imitation Learning with Control Theory
In Poster Session 5 West
Tianjiao Luo · Tim Pearce · Huayu Chen · Jianfei Chen · Jun Zhu
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6602
Conditional Outcome Equivalence: A Quantile Alternative to CATE
In Poster Session 5 West
Josh Givens · Henry Reeve · Song Liu · Katarzyna Reluga
[ Poster]  [ OpenReview] 
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5805
Online Convex Optimisation: The Optimal Switching Regret for all Segmentations Simultaneously
In Poster Session 5 West
Stephen Pasteris · Chris Hicks · Vasilios Mavroudis · Mark Herbster
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5806
Sequential Probability Assignment with Contexts: Minimax Regret, Contextual Shtarkov Sums, and Contextual Normalized Maximum Likelihood
In Poster Session 5 West
Ziyi Liu · Idan Attias · Dan Roy
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6204
Making Offline RL Online: Collaborative World Models for Offline Visual Reinforcement Learning
In Poster Session 5 West
Qi Wang · Junming Yang · Yunbo Wang · Xin Jin · Wenjun Zeng · Xiaokang Yang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5502
Algorithmic Collective Action in Recommender Systems: Promoting Songs by Reordering Playlists
In Poster Session 5 West
Joachim Baumann · Celestine Mendler-Dünner
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6708
Incentivizing Quality Text Generation via Statistical Contracts
In Poster Session 5 West
Eden Saig · Ohad Einav · Inbal Talgam-Cohen
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6805
On the Ability of Developers' Training Data Preservation of Learnware
In Poster Session 5 West
Hao-Yi Lei · Zhi-Hao Tan · Zhi-Hua Zhou
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6702
Can an AI Agent Safely Run a Government? Existence of Probably Approximately Aligned Policies
In Poster Session 5 West
Frédéric Berdoz · Roger Wattenhofer
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5704
The Implicit Bias of Adam on Separable Data
In Poster Session 5 West
Chenyang Zhang · Difan Zou · Yuan Cao
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5703
Implicit Optimization Bias of Next-token Prediction in Linear Models
In Poster Session 5 West
Christos Thrampoulidis
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6406
Inverse Factorized Soft Q-Learning for Cooperative Multi-agent Imitation Learning
In Poster Session 5 West
The Viet Bui · Tien Mai · Thanh Nguyen
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6701
Excluding the Irrelevant: Focusing Reinforcement Learning through Continuous Action Masking
In Poster Session 5 West
Roland Stolz · Hanna Krasowski · Jakob Thumm · Michael Eichelbeck · Philipp Gassert · Matthias Althoff
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6806
Optimal Algorithms for Learning Partitions with Faulty Oracles
In Poster Session 5 West
Adela DePavia · Olga Medrano Martin del Campo · Erasmo Tani
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5702
Multi-Label Learning with Stronger Consistency Guarantees
In Poster Session 5 West
Anqi Mao · Mehryar Mohri · Yutao Zhong
[ OpenReview] 
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6206
Logarithmic Smoothing for Pessimistic Off-Policy Evaluation, Selection and Learning
In Poster Session 5 West
Otmane Sakhi · Imad Aouali · Pierre Alquier · Nicolas Chopin
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5500
Testably Learning Polynomial Threshold Functions
In Poster Session 5 West
Lucas Slot · Stefan Tiegel · Manuel Wiedmer
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6800
Almost Free: Self-concordance in Natural Exponential Families and an Application to Bandits
In Poster Session 5 West
Shuai Liu · Alex Ayoub · Flore Sentenac · Xiaoqi Tan · Csaba Szepesvari
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5103
BIOSCAN-5M: A Multimodal Dataset for Insect Biodiversity
In Poster Session 5 West
Zahra Gharaee · Scott C. Lowe · ZeMing Gong · Pablo Millan Arias · Nicholas Pellegrino · Austin T. Wang · Joakim Bruslund Haurum · Iuliia Eyriay · Lila Kari · Dirk Steinke · Graham Taylor · Paul Fieguth · Angel Chang
[ Slides]  [ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6304
Parseval Regularization for Continual Reinforcement Learning
In Poster Session 5 West
Wesley Chung · Lynn Cherif · Doina Precup · David Meger
[ Slides]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6508
WorldCoder, a Model-Based LLM Agent: Building World Models by Writing Code and Interacting with the Environment
In Poster Session 5 West
Hao Tang · Darren Key · Kevin Ellis
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5307
PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs
In Poster Session 5 West
Hao Zhongkai · Jiachen Yao · Chang Su · Hang Su · Ziao Wang · Fanzhi Lu · Zeyu Xia · Yichi Zhang · Songming Liu · Lu Lu · Jun Zhu
[ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5509
Towards a Theoretical Understanding of the 'Reversal Curse' via Training Dynamics
In Poster Session 5 West
Hanlin Zhu · Baihe Huang · Shaolun Zhang · Michael Jordan · Jiantao Jiao · Yuandong Tian · Stuart J Russell
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5001
Identifiability Analysis of Linear ODE Systems with Hidden Confounders
In Poster Session 5 West
Yuanyuan Wang · Biwei Huang · Wei Huang · Xi Geng · Mingming Gong
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5910
Tighter Convergence Bounds for Shuffled SGD via Primal-Dual Perspective
In Poster Session 5 West
Xufeng Cai · Cheuk Yin Lin · Jelena Diakonikolas
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6500
Task-Agnostic Machine-Learning-Assisted Inference
In Poster Session 5 West
Jiacheng Miao · Qiongshi Lu
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5008
On Causal Discovery in the Presence of Deterministic Relations
In Poster Session 5 West
Loka Li · Haoyue Dai · Hanin Al Ghothani · Biwei Huang · Jiji Zhang · Shahar Harel · Isaac Bentwich · Guangyi Chen · Kun Zhang
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6612
Optimal Aggregation of Prediction Intervals under Unsupervised Domain Shift
In Poster Session 5 West
Jiawei Ge · Debarghya Mukherjee · Jianqing Fan
[ Poster]  [ OpenReview] 
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7102
Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts
In Poster Session 5 West
Sukwon Yun · Inyoung Choi · Jie Peng · Yangfan Wu · Jingxuan Bao · Qiyiwen Zhang · Jiayi Xin · Qi Long · Tianlong Chen
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6105
Private Online Learning via Lazy Algorithms
In Poster Session 5 West
Hilal Asi · Tomer Koren · Daogao Liu · Kunal Talwar
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5505
Fair Bilevel Neural Network (FairBiNN): On Balancing fairness and accuracy via Stackelberg Equilibrium
In Poster Session 5 West
Mehdi Yazdani-Jahromi · Ali Khodabandeh Yalabadi · Amirarsalan Rajabi · Aida Tayebi · Ivan Garibay · OZLEM GARIBAY
[ Poster]  [ OpenReview] 
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6803
In-and-Out: Algorithmic Diffusion for Sampling Convex Bodies
In Poster Session 5 West
Yunbum Kook · Santosh Vempala · Matthew Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6901
Breaking Long-Tailed Learning Bottlenecks: A Controllable Paradigm with Hypernetwork-Generated Diverse Experts
In Poster Session 5 West
Zhe Zhao · HaiBin Wen · Zikang Wang · Pengkun Wang · Fanfu Wang · Song Lai · Qingfu Zhang · Yang Wang
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5302
LLM-AutoDA: Large Language Model-Driven Automatic Data Augmentation for Long-tailed Problems
In Poster Session 5 West
Pengkun Wang · Zhe Zhao · HaiBin Wen · Fanfu Wang · Binwu Wang · Qingfu Zhang · Yang Wang
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7002
GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning
In Poster Session 5 West
Guibin Zhang · Haonan Dong · yuchen zhang · Zhixun Li · Dingshuo Chen · Kai Wang · Tianlong Chen · Yuxuan Liang · Dawei Cheng · Kun Wang
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7206
Real-time Stereo-based 3D Object Detection for Streaming Perception
In Poster Session 5 West
Changcai Li · Zonghua Gu · Gang Chen · Libo Huang · Wei Zhang · Huihui Zhou
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7205
HORSE: Hierarchical Representation for Large-Scale Neural Subset Selection
In Poster Session 5 West
Binghui Xie · Yixuan Wang · Yongqiang Chen · Kaiwen Zhou · Yu Li · Wei Meng · James Cheng
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6209
Do's and Don'ts: Learning Desirable Skills with Instruction Videos
In Poster Session 5 West
HYUNSEUNG KIM · BYUNG KUN LEE · Hojoon Lee · Dongyoon Hwang · Donghu Kim · Jaegul Choo
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6905
Diffusion Policies Creating a Trust Region for Offline Reinforcement Learning
In Poster Session 5 West
Tianyu Chen · Zhendong Wang · Mingyuan Zhou
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6807
HEMM: Holistic Evaluation of Multimodal Foundation Models
In Poster Session 5 West
Paul Pu Liang · Akshay Goindani · Talha Chafekar · Leena Mathur · Haofei Yu · Ruslan Salakhutdinov · Louis-Philippe Morency
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5107
OVT-B: A New Large-Scale Benchmark for Open-Vocabulary Multi-Object Tracking
In Poster Session 5 West
Haiji Liang · Ruize Han
[ Slides]  [ Poster] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7003
Local to Global: Learning Dynamics and Effect of Initialization for Transformers
In Poster Session 5 West
Ashok Vardhan Makkuva · Marco Bondaschi · Adway Girish · Alliot Nagle · Hyeji Kim · Michael Gastpar · Chanakya Ekbote
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5211
Learning to Balance Altruism and Self-interest Based on Empathy in Mixed-Motive Games
In Poster Session 5 West
Fanqi Kong · Yizhe Huang · Song-Chun Zhu · Siyuan Qi · Xue Feng
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7001
Understanding Visual Feature Reliance through the Lens of Complexity
In Poster Session 5 West
Thomas Fel · Louis Béthune · Andrew Lampinen · Thomas Serre · Katherine Hermann
[ OpenReview] 
Spotlight Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #5800
Generalized Linear Bandits with Limited Adaptivity
In Poster Session 5 West
Ayush Sawarni · Nirjhar Das · Siddharth Barman · Gaurav Sinha
[ Slides]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6904
Exploring the Role of Large Language Models in Prompt Encoding for Diffusion Models
In Poster Session 5 West
Bingqi Ma · ZHUOFAN ZONG · Guanglu Song · Hongsheng Li · Yu Liu
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6910
I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing
In Poster Session 5 West
Yiwei Ma · Jiayi Ji · Ke Ye · Weihuang Lin · Zhibin Wang · Yonghan Zheng · Qiang Zhou · Xiaoshuai Sun · Rongrong Ji
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6810
Learning to Shape In-distribution Feature Space for Out-of-distribution Detection
In Poster Session 5 West
Yonggang Zhang · Jie Lu · Bo Peng · Zhen Fang · Yiu-ming Cheung
[ Poster]  [ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6607
Theoretical Analysis of Weak-to-Strong Generalization
In Poster Session 5 West
Hunter Lang · David Sontag · Aravindan Vijayaraghavan
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6703
Distributionally Robust Reinforcement Learning with Interactive Data Collection: Fundamental Hardness and Near-Optimal Algorithms
In Poster Session 5 West
Miao Lu · Han Zhong · Tong Zhang · Jose Blanchet
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #6303
Robust Reinforcement Learning from Corrupted Human Feedback
In Poster Session 5 West
Alexander Bukharin · Ilgee Hong · Haoming Jiang · Zichong Li · Qingru Zhang · Zixuan Zhang · Tuo Zhao
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7004
MindMerger: Efficiently Boosting LLM Reasoning in non-English Languages
In Poster Session 5 West
Zixian Huang · Wenhao Zhu · Gong Cheng · Lei Li · Fei Yuan
[ OpenReview] 
Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7204
Quantum Algorithms for Non-smooth Non-convex Optimization
In Poster Session 5 West
Chengchang Liu · Chaowen Guan · Jianhao He · John C.S. Lui
[ OpenReview] 
Oral Poster
Fri Dec 13 11:00 AM -- 02:00 PM (PST) @ West Ballroom A-D #7007
Exploitation of a Latent Mechanism in Graph Contrastive Learning: Representation Scattering
In Poster Session 5 West
Dongxiao He · Lianze Shan · Jitao Zhao · Hengrui Zhang · Zhen Wang · Weixiong Zhang
[ Poster]  [ OpenReview]