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(56 events)   Timezone:  
The 2024 schedule is still incomplete
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Workshop
Sat Dec 14 08:15 AM -- 05:30 PM (PST) @ East Meeting Room 8, 15 None
Bayesian Decision-making and Uncertainty: from probabilistic and spatiotemporal modeling to sequential experiment design
Alexander Terenin · Natalie Maus · Renato Berlinghieri · Zi Wang
[ OpenReview
Workshop
Sat Dec 14 08:15 AM -- 05:30 PM (PST) @ Meeting 205 - 207 None
Attributing Model Behavior at Scale (ATTRIB)
Elisa Nguyen · Sadhika Malladi · Andrew Ilyas · Logan Engstrom · Sam Park · Tolga Bolukbasi
[ OpenReview
Workshop
Sat Dec 14 08:15 AM -- 05:30 PM (PST) @ West Meeting Room 109, 110 None
Workshop on Scalable Continual Learning for Lifelong Foundation Models
Beyza Ermis · Arslan Chaudhry · Çağatay Yıldız · Rahaf Aljundi · Bo Liu
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Workshop
Sat Dec 14 08:15 AM -- 05:30 PM (PST) @ West Meeting Room 121, 122 None
Socially Responsible Language Modelling Research (SoLaR)
Usman Anwar · David Krueger · Yejin Choi · Maarten Sap · Alan Chan · Yawen Duan · Robert Kirk · Xin Chen, Cynthia · Abulhair Saparov · Kayo Yin · Liwei Jiang · Valentina Pyatkin
[ OpenReview
Workshop
Sat Dec 14 08:15 AM -- 05:30 PM (PST) @ West Ballroom A None
Statistical Frontiers in LLMs and Foundation Models
Anastasios Angelopoulos · Stephen Bates · Alexander D'Amour · Tatsunori Hashimoto · Jessica Hullman · Fanny Yang
[ OpenReview
Workshop
Sat Dec 14 08:15 AM -- 05:30 PM (PST) @ East Exhibition Hall C None
Causality and Large Models
Felix Leeb · Ching Lam Choi · Luigi Gresele · Josef Valvoda · Andrei Nicolicioiu · Xiusi Li · Patrik Reizinger · Louis-Pascal Xhonneux · Haoxuan Li · Mengyue Yang · Bernhard Schölkopf · Dhanya Sridhar
[ OpenReview
Workshop
Sat Dec 14 08:15 AM -- 05:30 PM (PST) @ West Meeting Room 202-204 None
5th Workshop on Self-Supervised Learning: Theory and Practice
XuDong Wang · Ishan Misra · Mathilde Caron · Tengda Han · Pengtao Xie
[ OpenReview
Workshop
Sat Dec 14 08:15 AM -- 05:30 PM (PST) @ East Ballroom A, B None
AIM-FM: Advancements In Medical Foundation Models: Explainability, Robustness, Security, and Beyond
Yixuan Yuan · Yao Qin · Xiang Li · Ying Wei · Bulat Ibragimov · Linda Petzold
[ OpenReview
Workshop
Sat Dec 14 08:15 AM -- 05:30 PM (PST) @ East Exhibition Hall A None
Fine-Tuning in Modern Machine Learning: Principles and Scalability
Fanghui Liu · Grigorios Chrysos · Beidi Chen · Rebekka Burkholz · Saleh Soltan · Angeliki Giannou · Masashi Sugiyama · Volkan Cevher
[ OpenReview
Workshop
Sat Dec 14 08:15 AM -- 05:30 PM (PST) @ West Exhibition Hall A None
Adaptive Foundation Models: Evolving AI for Personalized and Efficient Learning
Mengye Ren · Paul Vicol · Naila Murray · Renjie Liao · Beidi Chen · Wei-Chiu Ma
[ OpenReview
Workshop
Sat Dec 14 08:15 AM -- 05:30 PM (PST) @ East MR 16 None
GenAI for Health: Potential, Trust and Policy Compliance
Junyuan Hong · Pranav Rajpurkar · Jason Fries · Marina Sirota · Ying Ding
[ OpenReview
Workshop
Sat Dec 14 08:15 AM -- 05:30 PM (PST) @ Meeting 118-120 None
MATH-AI: The 4th Workshop on Mathematical Reasoning and AI
Alex Gu · Gabriel Poesia · Cedegao (Ced) Zhang · Hattie Zhou · Pan Lu · Swaroop Mishra · Kai-Wei Chang · Armando Solar-Lezama
[ OpenReview
Workshop
Sat Dec 14 08:15 AM -- 05:30 PM (PST) @ Meeting 301 None
The Fourth Workshop on Efficient Natural Language and Speech Processing (ENLSP-IV): Highlighting New Architectures for Future Foundation Models
Mehdi Rezagholizadeh · Peyman Passban · Yu Cheng · Soheila Samiee · Yue Dong · Vahid Partovi Nia · Qun Liu · Boxing Chen
[ OpenReview
Workshop
Sat Dec 14 08:15 AM -- 05:30 PM (PST) @ Meeting 114, 115 None
Audio Imagination: NeurIPS 2024 Workshop AI-Driven Speech, Music, and Sound Generation
Anurag Kumar · Zhaoheng Ni · Shinji Watanabe · Wenwu Wang · Yapeng Tian · Berrak Sisman
[ OpenReview
Workshop
Sat Dec 14 08:15 AM -- 05:30 PM (PST) @ Meeting 217 - 219 None
Workshop on Responsibly Building Next Generation of Multimodal Foundation Models
Maitreya Patel · Changhoon Kim · Siwon Kim · Chaowei Xiao · Zhe Gan · 'YZ' Yezhou Yang
[ OpenReview
Workshop
Sat Dec 14 08:15 AM -- 05:30 PM (PST) @ Meeting 116,117 None
Pluralistic Alignment Workshop
Mikhail Terekhov · Moksh Jain · Ruyuan Wan · Maarten Sap · Mitchell Gordon · Dongyeop Kang · Caglar Gulcehre · Amy Zhang · He He
[ OpenReview
Workshop
Sat Dec 14 08:15 AM -- 05:30 PM (PST) @ East Meeting Room 11 12 None
Table Representation Learning Workshop (TRL)
Madelon Hulsebos · Haoyu Dong · Laurel Orr · Qian Liu · Vadim Borisov
[ OpenReview
Workshop
Sat Dec 14 08:15 AM -- 05:30 PM (PST) @ West Meeting Room 211-214 None
AI4Mat-2024: NeurIPS 2024 Workshop on AI for Accelerated Materials Design
Santiago Miret · N M Anoop Krishnan · Marta Skreta · Stefano Martiniani · Geemi Wellawatte · George Karypis
[ OpenReview
Workshop
Sat Dec 14 08:15 AM -- 05:30 PM (PST) @ Meeting 201 None
Generative AI and Creativity: A dialogue between machine learning researchers and creative professionals
Y Cooper · Holden Lee · Hugo Berard
[ OpenReview
Workshop
Sat Dec 14 08:15 AM -- 05:30 PM (PST) @ West Ballroom C None
Symmetry and Geometry in Neural Representations
Christian A Shewmake · Simone Azeglio · Bahareh Tolooshams · Sophia Sanborn · Nina Miolane
[ OpenReview
Workshop
Sat Dec 14 08:15 AM -- 05:30 PM (PST) @ East Ballroom C None
3rd Workshop on New Frontiers in Adversarial Machine Learning (AdvML-Frontiers)
Sijia Liu · Kathrin Grosse · Pin-Yu Chen · Dongxiao Zhu · Eric Wong · Yao Qin · Baharan Mirzasoleiman · Sanmi Koyejo · Yuguang Yao · Yihua Zhang
[ OpenReview
Workshop
Sat Dec 14 08:15 AM -- 05:30 PM (PST) @ Meeting 220-222 None
Language Gamification
Shangmin Guo · Yi Ren · Elle Michelle Yang · Mathieu Rita · Florian Strub
[ OpenReview
Workshop
Sat Dec 14 08:15 AM -- 05:30 PM (PST) @ Meeting 111, 112 None
Algorithmic Fairness through the lens of Metrics and Evaluation
Awa Dieng · Miriam Rateike · Jamelle Watson-Daniels · Golnoosh Farnadi · Nando Fioretto
[ OpenReview
Workshop
Sat Dec 14 08:15 AM -- 05:30 PM (PST) @ West Ballroom B None
NeuroAI: Fusing Neuroscience and AI for Intelligent Solutions
Forough Habibollahi · Moein Khajehnejad · Adeel Razi · Jason Eshraghian · Noor Sajid · Anthony M Zador · Yoshua Bengio
[ OpenReview
Workshop
Sat Dec 14 08:15 AM -- 05:30 PM (PST) @ East Meeting Room 13 None
Workshop on Video-Language Models
Aiden Lee · Minjoon Seo · Sangdoo Yun · Sangho Lee · Jiasen Lu · Md Mohaiminul Islam · Yanbei Chen · Linjie Li
[ OpenReview
Workshop
Sat Dec 14 08:15 AM -- 05:30 PM (PST) @ MTG 19&20 None
Workshop on Behavioral Machine Learning
Keyon Vafa · Serina Chang · Katie Collins · Diag Davenport · Katy Gero · Jon Kleinberg · Ilia Sucholutsky · Kawin Ethayarajh
[ OpenReview
Workshop
Sat Dec 14 08:15 AM -- 05:30 PM (PST) @ East Meeting Room 1-3 None
Mathematics of Modern Machine Learning (M3L)
Kaifeng Lyu · Bingbin Liu · Sadhika Malladi · Samory Kpotufe · Stefanie Jegelka · Tengyu Ma · Zhiyuan Li
[ OpenReview
Workshop
Sat Dec 14 08:15 AM -- 05:30 PM (PST) @ East Exhibition Hall B, C None
UniReps: Unifying Representations in Neural Models
Marco Fumero · Zorah Lähner · Luca Moschella · Clémentine Dominé · Donato Crisostomi · Kimberly Stachenfeld
[ OpenReview
Workshop
Sun Dec 15 08:15 AM -- 05:30 PM (PST) @ Meeting 114, 115 None
ML with New Compute Paradigms
Jannes Gladrow · Babak Rahmani · Julie Grollier · Peter McMahon · Ruqi Zhang · Jack Kendall
[ OpenReview
Workshop
Sun Dec 15 08:15 AM -- 05:30 PM (PST) @ MTG 11&12 None
Machine Learning in Structural Biology
Gabriele Corso · Simon Duerr · Gina El Nesr · Zeming Lin · Sergey Ovchinnikov · Vignesh Ram Somnath · Hannah Wayment-Steele
[ OpenReview
Workshop
Sun Dec 15 08:15 AM -- 05:30 PM (PST) @ Meeting 217 - 219 None
Intrinsically Motivated Open-ended Learning (IMOL)
Cédric Colas · Nadia Ady · Junyi Chu · Cansu Sancaktar · Laetitia Teodorescu · Guy Davidson · Gaia Molinaro
[ OpenReview
Workshop
Sun Dec 15 08:15 AM -- 05:30 PM (PST) @ East Ballroom C None
Tackling Climate Change with Machine Learning
Tejasri Nampally · Diego Kiedanski · Amrita Gupta · Yazid Mikail · Arthur Ouaknine · Bistra Dilkina · Yoshua Bengio
[ OpenReview
Workshop
Sun Dec 15 08:15 AM -- 05:30 PM (PST) @ Meeting 109, 110 None
AI for New Drug Modalities
Masatoshi Uehara · Su-In Lee · Mengdi Wang · Le Song · Nicola Richmond · Xiner Li · Maria Brbic · Mohammad Lotfollahi · Ehsan Hajiramezanali
[ OpenReview
Workshop
Sun Dec 15 08:15 AM -- 05:30 PM (PST) @ Meeting 301 None
Red Teaming GenAI: What Can We Learn from Adversaries?
Valeriia Cherepanova · Bo Li · Niv Cohen · Yifei Wang · Yisen Wang · Avital Shafran · Nil-Jana Akpinar · James Zou
[ OpenReview
Workshop
Sun Dec 15 08:15 AM -- 05:30 PM (PST) @ East Exhibition Hall C None
NeurIPS'24 Workshop on Causal Representation Learning
Guangyi Chen · Haoxuan Li · Sara Magliacane · Zhijing Jin · Biwei Huang · Francesco Locatello · Peter Spirtes · Kun Zhang
[ OpenReview
Workshop
Sun Dec 15 08:15 AM -- 05:30 PM (PST) @ Hall B+C None
NeurIPS 2024 Workshop: Machine Learning and the Physical Sciences
Siddharth Mishra-Sharma · Nicole Hartman · Vinicius Mikuni · Mariel Pettee · Sebastian Wagner-Carena · Antoine Wehenkel · Kyle Cranmer · Savannah Thais · Benjamin Nachman · Brian Nord
[ OpenReview
Workshop
Sun Dec 15 08:15 AM -- 05:30 PM (PST) @ East Meeting Room 16 None
Evaluating Evaluations: Examining Best Practices for Measuring Broader Impacts of Generative AI
Avijit Ghosh · Usman Gohar · Yacine Jernite · Lucie-Aimée Kaffee · Alberto Lusoli · Jennifer Mickel · Irene Solaiman · Arjun Subramonian · Zeerak Talat
[ OpenReview
Workshop
Sun Dec 15 08:15 AM -- 05:30 PM (PST) @ West Meeting Room 205-207 None
Scientific Methods for Understanding Neural Networks: Discovering, Validating, and Falsifying Theories of Deep Learning with Experiments
Zahra Kadkhodaie · Florentin Guth · Sanae Lotfi · Davis Brown · Micah Goldblum · Valentin De Bortoli · Andrew Saxe
[ OpenReview
Workshop
Sun Dec 15 08:15 AM -- 05:30 PM (PST) @ West Meeting Room 201 None
Machine Learning for Systems
Xinlei XU · Dan Zhang · Mangpo Phothilimthana · Divya Mahajan · Haoran Qiu · Patrick Musau
[ OpenReview
Workshop
Sun Dec 15 08:15 AM -- 05:30 PM (PST) @ East Meeting Room 13 None
Workshop on Open-World Agents: Synnergizing Reasoning and Decision-Making in Open-World Environments (OWA-2024)
Xiaojian (Shawn) Ma · Siyuan Qi · Hangxin Liu · Zihao Wang · Xue Feng · Shaofei Cai · Zhi Gao · Anji Liu · Yitao Liang · Yaodong Yang · Zilong Zheng · Qing Li · Siyuan Huang · Shuang Li · Ruiqi Gao · Dave Chen · Angel Chang · Song-Chun Zhu
[ OpenReview
Workshop
Sun Dec 15 08:15 AM -- 05:30 PM (PST) @ West Ballroom B None
System-2 Reasoning at Scale
Shikhar Murty · Federico Bianchi · Róbert Csordás · Nouha Dziri · Alex Gu · Shunyu Yao · Christopher D Manning · Yejin Choi
[ OpenReview
Workshop
Sun Dec 15 08:15 AM -- 05:30 PM (PST) @ Meeting 116,117 None
D3S3: Data-driven and Differentiable Simulations, Surrogates, and Solvers
Tribhuvanesh Orekondy · Arash Behboodi · Emilia Magnani · Philipp Hennig · Paris Perdikaris · Kamyar Azizzadenesheli
[ OpenReview
Workshop
Sun Dec 15 08:15 AM -- 05:30 PM (PST) @ East Ballroom A, B None
Interpretable AI: Past, Present and Future
Suraj Srinivas · Michal Moshkovitz · Chhavi Yadav · Lesia Semenova · Nave Frost · Vinayak Abrol · Bitya Neuhof · Valentyn Boreiko · Dotan Di Castro · Himabindu Lakkaraju · Kamalika Chaudhuri
[ OpenReview
Workshop
Sun Dec 15 08:15 AM -- 05:30 PM (PST) @ Meeting 211 - 214 None
Workshop on Machine Learning and Compression
Yibo Yang · Karen Ullrich · Justus C. Will · Ezgi Ozyilkan · Elza Erkip · Stephan Mandt
[ OpenReview
Workshop
Sun Dec 15 08:15 AM -- 05:30 PM (PST) @ Meeting 111, 112 None
2nd Workshop on Touch Processing: From Data to Knowledge
Roberto Calandra · Haozhi Qi · Perla Maiolino · Mike Lambeta · Yasemin Bekiroglu · Jitendra Malik
[ OpenReview
Workshop
Sun Dec 15 08:15 AM -- 05:30 PM (PST) @ West Ballroom C None
Towards Safe & Trustworthy Agents
Alexander Pan · Kimin Lee · Bo Li · Karthik Narasimhan · Dawn Song · Isabelle Barrass
[ OpenReview
Workshop
Sun Dec 15 08:15 AM -- 05:30 PM (PST) @ Meeting 118-120 None
Compositional Learning: Perspectives, Methods, and Paths Forward
Ying Wei · Jonathan Richard Schwarz · Yilun Du · Laurent Charlin · Mengye Ren · Matthias Bethge
[ OpenReview
Workshop
Sun Dec 15 08:15 AM -- 05:30 PM (PST) @ MTG 19&20 None
The First Workshop on Large Foundation Models for Educational Assessment
Sheng Li · Zhongmin Cui · Jiasen Lu · Deborah Harris · Dongliang Guo · Daiqing Qi
[ OpenReview
Workshop
Sun Dec 15 08:15 AM -- 05:30 PM (PST) @ MTG 8&15 None
International Workshop on Federated Foundation Models in Conjunction with NeurIPS 2024 (FL@FM-NeurIPS'24)
Sai Praneeth Karimireddy · Xiaoxiao Li · Songtao Lu · Stacy Patterson · Pascal Poupart · Han Yu
[ OpenReview
Workshop
Sun Dec 15 08:15 AM -- 05:30 PM (PST) @ MTG 1-3 + S.FOY None
Regulatable ML: Towards Bridging the Gaps between Machine Learning Research and Regulations
Jiaqi Ma · Chirag Agarwal · Sarah Tan · Himabindu Lakkaraju · Usha Bhalla · Zana Bucinca · Junwei Deng · Alex Oesterling · Shichang Zhang
[ OpenReview
Workshop
Sun Dec 15 08:15 AM -- 05:30 PM (PST) @ West Ballroom A None
Optimization for ML Workshop
Jelena Diakonikolas · Dan Garber · Cristóbal Guzmán · Courtney Paquette · Sebastian Stich
[ OpenReview
Workshop
Sun Dec 15 08:15 AM -- 05:30 PM (PST) @ Meeting 121, 122 None
Foundation Model Interventions
Pau Rodriguez · Arno Blaas · Desi R Ivanova · Sahra Ghalebikesabi · Yuki M Asano · Katherine Metcalf · Xavier Suau
[ OpenReview
Workshop
Sun Dec 15 08:15 AM -- 05:30 PM (PST) @ Meeting 202 - 204 None
Foundation Models for Science: Progress, Opportunities, and Challenges
Wuyang Chen · Pu Ren · Elena Massara · Yongji Wang · N. Benjamin Erichson · Laurence Perreault-Levasseur · Bo Li · Swarat Chaudhuri
[ OpenReview
Workshop
Sun Dec 15 08:15 AM -- 05:30 PM (PST) @ Meeting 220-222 None
Time Series in the Age of Large Models
Arjun Ashok · Imry Kissos · Kashif Rasul · Abdul Fatir Ansari · Moshe Unger · Pedro Mercado · Laurent Callot · Stephan Johannes
[ OpenReview
Workshop
Sun Dec 15 08:15 AM -- 05:30 PM (PST) @ East Exhibition Hall A None
Safe Generative AI
Dianbo Liu · Ling Pan · Tailin Wu · Bonaventure F. P. Dossou · Emmanuel Bengio · Yilun Du · Dinghuai Zhang · Yoshua Bengio
[ OpenReview
Workshop
Sun Dec 15 08:15 AM -- 05:30 PM (PST) @ West Exhibition Hall A None
Multimodal Algorithmic Reasoning Workshop
Anoop Cherian · Kuan-Chuan Peng · Suhas Lohit · Honglu Zhou · Kevin Smith · Tim Marks · Juan Carlos Niebles · Petar Veličković
[ OpenReview