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Workshop
Fri Dec 02 05:30 AM -- 04:00 PM (PST) @ Ballroom C None
Second Workshop on Efficient Natural Language and Speech Processing (ENLSP-II)
Mehdi Rezagholizadeh · Peyman Passban · Yue Dong · Lili Mou · Pascal Poupart · Ali Ghodsi · Qun Liu
Workshop
Fri Dec 02 05:50 AM -- 03:00 PM (PST) @ Room 281 - 282 None
Progress and Challenges in Building Trustworthy Embodied AI
Chen Tang · Karen Leung · Leilani Gilpin · Jiachen Li · Changliu Liu
Workshop
Fri Dec 02 06:00 AM -- 04:00 PM (PST) @ Room 388 - 390 None
AI for Science: Progress and Promises
Yi Ding · Yuanqi Du · Tianfan Fu · Hanchen Wang · Anima Anandkumar · Yoshua Bengio · Anthony Gitter · Carla Gomes · Aviv Regev · Max Welling · Marinka Zitnik
Workshop
Fri Dec 02 06:00 AM -- 03:00 PM (PST) @ Room 288 - 289 None
Synthetic Data for Empowering ML Research
Mihaela van der Schaar · Zhaozhi Qian · Sergul Aydore · Dimitris Vlitas · Dino Oglic · Tucker Balch
Workshop
Fri Dec 02 06:00 AM -- 03:00 PM (PST) @ Room 386 None
AI for Accelerated Materials Design (AI4Mat)
Santiago Miret · Marta Skreta · Zamyla Morgan-Chan · Benjamin Sanchez-Lengeling · Shyue Ping Ong · Alan Aspuru-Guzik
Workshop
Fri Dec 02 06:15 AM -- 03:00 PM (PST) @ Room 275 - 277 None
Order up! The Benefits of Higher-Order Optimization in Machine Learning
Albert Berahas · Jelena Diakonikolas · Jarad Forristal · Brandon Reese · Martin Takac · Yan Xu
Workshop
Fri Dec 02 06:20 AM -- 03:30 PM (PST) @ Room 291 - 292 None
3rd Offline Reinforcement Learning Workshop: Offline RL as a "Launchpad"
Aviral Kumar · Rishabh Agarwal · Aravind Rajeswaran · Wenxuan Zhou · George Tucker · Doina Precup · Aviral Kumar
Workshop
Fri Dec 02 06:30 AM -- 03:00 PM (PST) @ Room 397 None
Memory in Artificial and Real Intelligence (MemARI)
Mariya Toneva · Javier Turek · Vy Vo · Shailee Jain · Kenneth Norman · Alexander Huth · Uri Hasson · Mihai Capotă
Workshop
Fri Dec 02 06:30 AM -- 03:00 PM (PST) @ Room 298 - 299 None
Federated Learning: Recent Advances and New Challenges
Shiqiang Wang · Nathalie Baracaldo · Olivia Choudhury · Gauri Joshi · Peter Richtarik · Praneeth Vepakomma · Han Yu
Workshop
Fri Dec 02 06:30 AM -- 04:00 PM (PST) @ Room 393 None
INTERPOLATE — First Workshop on Interpolation Regularizers and Beyond
Yann Dauphin · David Lopez-Paz · Vikas Verma · Boyi Li
Workshop
Fri Dec 02 06:30 AM -- 03:00 PM (PST) @ Room 396 None
Human in the Loop Learning (HiLL) Workshop at NeurIPS 2022
Shanghang Zhang · Hao Dong · Wei Pan · Pradeep Ravikumar · Vittorio Ferrari · Fisher Yu · Xin Wang · Zihan Ding
Workshop
Fri Dec 02 06:30 AM -- 03:00 PM (PST) @ Room 295 - 296 None
Causal Machine Learning for Real-World Impact
Nick Pawlowski · Jeroen Berrevoets · Caroline Uhler · Kun Zhang · Mihaela van der Schaar · Cheng Zhang
Workshop
Fri Dec 02 06:30 AM -- 03:00 PM (PST) @ Theater B None
Has it Trained Yet? A Workshop for Algorithmic Efficiency in Practical Neural Network Training
Frank Schneider · Zachary Nado · Philipp Hennig · George Dahl · Naman Agarwal
[ Contact: hityworkshop@gmail.com ]
Workshop
Fri Dec 02 06:30 AM -- 03:45 PM (PST) @ Room 398 None
Table Representation Learning
Madelon Hulsebos · Bojan Karlaš · Pengcheng Yin · haoyu dong
Workshop
Fri Dec 02 06:30 AM -- 03:00 PM (PST) @ Room 391 None
LaReL: Language and Reinforcement Learning
Laetitia Teodorescu · Laura Ruis · Tristan Karch · Cédric Colas · Paul Barde · Jelena Luketina · Athul Jacob · Pratyusha Sharma · Edward Grefenstette · Jacob Andreas · Marc-Alexandre Côté
[ Contact: larel.ws@gmail.com ]
Workshop
Fri Dec 02 06:40 AM -- 03:00 PM (PST) @ Theater A None
New Frontiers in Graph Learning
Jiaxuan You · Marinka Zitnik · Rex Ying · Yizhou Sun · Hanjun Dai · Stefanie Jegelka
Workshop
Fri Dec 02 06:45 AM -- 04:00 PM (PST) @ Room 394-395 None
Shared Visual Representations in Human and Machine Intelligence (SVRHM)
Arturo Deza · Joshua Peterson · N Apurva Ratan Murty · Tom Griffiths
[ Contact: svrhm2022@gmail.com ]
Workshop
Fri Dec 02 06:50 AM -- 03:00 PM (PST) @ Room 293 - 294 None
NeurIPS 2022 Workshop on Score-Based Methods
Yingzhen Li · Yang Song · Valentin De Bortoli · Francois-Xavier Briol · Wenbo Gong · Alexia Jolicoeur-Martineau · Arash Vahdat
Workshop
Fri Dec 02 06:55 AM -- 03:00 PM (PST) @ Room 283 - 285 None
Medical Imaging meets NeurIPS
DOU QI · Konstantinos Kamnitsas · Yuankai Huo · Xiaoxiao Li · Daniel Moyer · Danielle Pace · Jonas Teuwen · Islem Rekik
[ Contact: qidou@cuhk.edu.hk ]
Workshop
Fri Dec 02 07:00 AM -- 04:00 PM (PST) @ Room 387 None
Gaussian Processes, Spatiotemporal Modeling, and Decision-making Systems
Alexander Terenin · Elizaveta Semenova · Geoff Pleiss · Zi Wang
[ Contact: gmp2162@columbia.edu ]
Workshop
Fri Dec 02 07:00 AM -- 03:00 PM (PST) @ Room 290 None
Robustness in Sequence Modeling
Nathan Ng · Haoran Zhang · Vinith Suriyakumar · Chantal Shaib · Kyunghyun Cho · Yixuan Li · Alice Oh · Marzyeh Ghassemi
Workshop
Fri Dec 02 07:00 AM -- 04:00 PM (PST) @ Theater C None
NeurIPS 2022 Workshop on Meta-Learning
Huaxiu Yao · Eleni Triantafillou · Fabio Ferreira · Joaquin Vanschoren · Qi Lei
Workshop
Fri Dec 02 07:00 AM -- 04:00 PM (PST) @ Room 399 None
All Things Attention: Bridging Different Perspectives on Attention
Abhijat Biswas · Akanksha Saran · Khimya Khetarpal · Reuben Aronson · Ruohan Zhang · Grace Lindsay · Scott Niekum
Workshop
Fri Dec 02 07:00 AM -- 03:00 PM (PST) @ Room 392 None
Learning from Time Series for Health
Sana Tonekaboni · Thomas Hartvigsen · Satya Narayan Shukla · Gunnar Rätsch · Marzyeh Ghassemi · Anna Goldenberg
[ Contact: ts4h.chairs@gmail.com ]
Workshop
Sat Dec 03 05:30 AM -- 03:00 PM (PST) @ Theater A None
Reinforcement Learning for Real Life (RL4RealLife) Workshop
Yuxi Li · Emma Brunskill · MINMIN CHEN · Omer Gottesman · Lihong Li · Yao Liu · Zhiwei Tony Qin · Matthew Taylor
[ Contact: RL4RealLife@gmail.com ]
Workshop
Sat Dec 03 05:30 AM -- 03:00 PM (PST) @ Room 399 None
Temporal Graph Learning Workshop
Reihaneh Rabbany · Jian Tang · Michael Bronstein · Shenyang Huang · Meng Qu · Kellin Pelrine · Jianan Zhao · Farimah Poursafaei · Aarash Feizi
Workshop
Sat Dec 03 05:30 AM -- 02:55 PM (PST) @ Room 392 None
Algorithmic Fairness through the Lens of Causality and Privacy
Awa Dieng · Miriam Rateike · Golnoosh Farnadi · Ferdinando Fioretto · Matt Kusner · Jessica Schrouff
[ Contact: afciworkshop@gmail.com ]
Workshop
Sat Dec 03 05:30 AM -- 03:00 PM (PST) @ Room 386 None
Gaze meets ML
Ismini Lourentzou · Joy T Wu · Satyananda Kashyap · Alexandros Karargyris · Leo Anthony Celi · Ban Kawas · Sachin S Talathi
[ Contact: gaze.neurips@gmail.com ]
Workshop
Sat Dec 03 05:50 AM -- 03:00 PM (PST) @ Room 275 - 277 None
Machine Learning and the Physical Sciences
Atilim Gunes Baydin · Adji Bousso Dieng · Emine Kucukbenli · Gilles Louppe · Siddharth Mishra-Sharma · Benjamin Nachman · Brian Nord · Savannah Thais · Anima Anandkumar · Kyle Cranmer · Lenka Zdeborová · Rianne van den Berg
Workshop
Sat Dec 03 06:15 AM -- 03:00 PM (PST) @ Room 283 - 285 None
Symmetry and Geometry in Neural Representations (NeurReps)
Sophia Sanborn · Christian A Shewmake · Simone Azeglio · Arianna Di Bernardo · Nina Miolane
Workshop
Sat Dec 03 06:15 AM -- 03:00 PM (PST) @ Ballroom C None
I Can’t Believe It’s Not Better: Understanding Deep Learning Through Empirical Falsification
Arno Blaas · Sahra Ghalebikesabi · Javier Antorán · Fan Feng · Melanie F. Pradier · Ian Mason · David Rohde
Workshop
Sat Dec 03 06:15 AM -- 03:00 PM (PST) @ Room 391 None
Self-Supervised Learning: Theory and Practice
Ishan Misra · Pengtao Xie · Gul Varol · Yale Song · Yuki Asano · Xiaolong Wang · Pauline Luc
Workshop
Sat Dec 03 06:15 AM -- 02:15 PM (PST) @ Room 398 None
The Fourth Workshop on AI for Humanitarian Assistance and Disaster Response
Ritwik Gupta · Robin Murphy · Eric Heim · Guido Zarrella · Caleb Robinson
Workshop
Sat Dec 03 06:20 AM -- 03:00 PM (PST) @ Theater B None
Machine Learning for Autonomous Driving
Jiachen Li · Nigamaa Nayakanti · Xinshuo Weng · Daniel Omeiza · Ali Baheri · German Ros · Rowan McAllister
Workshop
Sat Dec 03 06:30 AM -- 03:00 PM (PST) @ Room 281 - 282 None
Information-Theoretic Principles in Cognitive Systems
Noga Zaslavsky · Mycal Tucker · Sarah Marzen · Irina Higgins · Stephanie Palmer · Samuel J Gershman
Workshop
Sat Dec 03 06:30 AM -- 03:00 PM (PST) @ Room 288 - 289 None
Machine Learning in Structural Biology Workshop
Roshan Rao · Jonas Adler · Namrata Anand · John Ingraham · Sergey Ovchinnikov · Ellen Zhong
[ Contact: workshopmlsb@gmail.com ]
Workshop
Sat Dec 03 06:30 AM -- 02:30 PM (PST) @ Room 396 None
Machine Learning for Systems
Neel Kant · Martin Maas · Azade Nova · Benoit Steiner · Xinlei XU · Dan Zhang
Workshop
Sat Dec 03 06:45 AM -- 02:00 PM (PST) @ Room 298 - 299 None
Decentralization and Trustworthy Machine Learning in Web3: Methodologies, Platforms, and Applications
Jian Lou · Zhiguang Wang · Chejian Xu · Bo Li · Dawn Song
[ Contact: chejian2@illinois.edu ]
Workshop
Sat Dec 03 06:45 AM -- 03:00 PM (PST) @ Room 394-395 None
Broadening Research Collaborations
Sara Hooker · Rosanne Liu · Pablo Samuel Castro · FatemehSadat Mireshghallah · Sunipa Dev · Benjamin Rosman · João Madeira Araújo · Savannah Thais · Sara Hooker · Sunny Sanyal · Tejumade Afonja · Swapneel Mehta · Tyler Zhu
Workshop
Sat Dec 03 06:50 AM -- 03:00 PM (PST) @ Theater C None
Transfer Learning for Natural Language Processing
Alon Albalak · Colin Raffel · Chunting Zhou · Deepak Ramachandran · Xuezhe Ma · Sebastian Ruder
Workshop
Sat Dec 03 06:50 AM -- 02:30 PM (PST) @ Room 291 - 292 None
Foundation Models for Decision Making
Mengjiao (Sherry) Yang · Yilun Du · Jack Parker-Holder · Siddharth Karamcheti · Igor Mordatch · Shixiang (Shane) Gu · Ofir Nachum
Workshop
Sat Dec 03 06:55 AM -- 03:00 PM (PST) @ Room 293 - 294 None
MATH-AI: Toward Human-Level Mathematical Reasoning
Pan Lu · Swaroop Mishra · Sean Welleck · Yuhuai Wu · Hannaneh Hajishirzi · Percy Liang
Workshop
Sat Dec 03 06:55 AM -- 02:50 PM (PST) @ Room 295 - 296 None
OPT 2022: Optimization for Machine Learning
Courtney Paquette · Sebastian Stich · Quanquan Gu · Cristóbal Guzmán · John Duchi
Workshop
Sat Dec 03 07:00 AM -- 03:00 PM (PST) @ Room 388 - 390 None
Workshop on Distribution Shifts: Connecting Methods and Applications
Chelsea Finn · Fanny Yang · Hongseok Namkoong · Masashi Sugiyama · Jacob Eisenstein · Jonas Peters · Rebecca Roelofs · Shiori Sagawa · Pang Wei Koh · Yoonho Lee
Workshop
Sat Dec 03 07:00 AM -- 02:55 PM (PST) @ Room 397 None
InterNLP: Workshop on Interactive Learning for Natural Language Processing
Kianté Brantley · Soham Dan · Ji Ung Lee · Khanh Nguyen · Edwin Simpson · Alane Suhr · Yoav Artzi
Workshop
Sat Dec 03 07:00 AM -- 03:00 PM (PST) @ Room 387 None
A causal view on dynamical systems
Sören Becker · Alexis Bellot · Cecilia Casolo · Niki Kilbertus · Sara Magliacane · Yuyang (Bernie) Wang
Workshop
Sat Dec 03 07:30 AM -- 02:15 PM (PST) @ Room 290 None
Human Evaluation of Generative Models
Divyansh Kaushik · Jennifer Hsia · Jessica Huynh · Yonadav Shavit · Samuel Bowman · Ting-Hao Huang · Douwe Kiela · Zachary Lipton · Eric Michael Smith
Workshop
Thu Dec 08 11:00 PM -- 06:00 AM (PST) @ Virtual None
Vision Transformers: Theory and applications
Fahad Shahbaz Khan · Gul Varol · Salman Khan · Ping Luo · Rao Anwer · Ashish Vaswani · Hisham Cholakkal · Niki Parmar · Joost van de Weijer · Mubarak Shah
Workshop
Fri Dec 09 01:00 AM -- 11:15 AM (PST) @ Virtual None
Challenges in Deploying and Monitoring Machine Learning Systems
Alessandra Tosi · Andrei Paleyes · Christian Cabrera · Fariba Yousefi · S Roberts
Workshop
Fri Dec 09 04:00 AM -- 01:00 PM (PST) @ Virtual None
Workshop on neuro Causal and Symbolic AI (nCSI)
Matej Zečević · Devendra Dhami · Christina Winkler · Thomas Kipf · Robert Peharz · Petar Veličković
Workshop
Fri Dec 09 04:00 AM -- 10:55 AM (PST) @ Virtual None
The Symbiosis of Deep Learning and Differential Equations II
Michael Poli · Winnie Xu · Estefany Kelly Buchanan · Maryam Hosseini · Luca Celotti · Martin Magill · Ermal Rrapaj · Qiyao Wei · Stefano Massaroli · Patrick Kidger · Archis Joglekar · Animesh Garg · David Duvenaud
[ Topia] 
Workshop
Fri Dec 09 04:30 AM -- 02:00 PM (PST) @ Virtual None
Learning Meaningful Representations of Life
Elizabeth Wood · Adji Bousso Dieng · Aleksandrina Goeva · Alex X Lu · Anshul Kundaje · Chang Liu · Debora Marks · Ed Boyden · Eli N Weinstein · Lorin Crawford · Mor Nitzan · Rebecca Boiarsky · Romain Lopez · Tamara Broderick · Ray Jones · Wouter Boomsma · Yixin Wang · Stephen Ra
[ Contact: lmrl@lmrl.org ]
Workshop
Fri Dec 09 05:00 AM -- 12:00 PM (PST) @ Virtual None
HCAI@NeurIPS 2022, Human Centered AI
Michael Muller · Plamen P Angelov · Hal Daumé III · Shion Guha · Q.Vera Liao · Nuria Oliver · David Piorkowski
Workshop
Fri Dec 09 06:40 AM -- 03:00 PM (PST) @ Virtual None
Empowering Communities: A Participatory Approach to AI for Mental Health
Andrey Kormilitzin · Dan Joyce · Nenad Tomasev · Kevin McKee
Workshop
Fri Dec 09 06:45 AM -- 04:15 PM (PST) @ Virtual None
Trustworthy and Socially Responsible Machine Learning
Huan Zhang · Linyi Li · Chaowei Xiao · J. Zico Kolter · Anima Anandkumar · Bo Li
Workshop
Fri Dec 09 06:50 AM -- 04:10 PM (PST) @ Virtual None
Graph Learning for Industrial Applications: Finance, Crime Detection, Medicine and Social Media
Manuela Veloso · John Dickerson · Senthil Kumar · Eren K. · Jian Tang · Jie Chen · Peter Henstock · Susan Tibbs · Ani Calinescu · Naftali Cohen · C. Bayan Bruss · Armineh Nourbakhsh
Workshop
Fri Dec 09 07:00 AM -- 07:00 PM (PST) @ Virtual None
5th Robot Learning Workshop: Trustworthy Robotics
Alex Bewley · Roberto Calandra · Anca Dragan · Igor Gilitschenski · Emily Hannigan · Masha Itkina · Hamidreza Kasaei · Jens Kober · Danica Kragic · Nathan Lambert · Julien PEREZ · Fabio Ramos · Ransalu Senanayake · Jonathan Tompson · Vincent Vanhoucke · Markus Wulfmeier
Workshop
Fri Dec 09 07:00 AM -- 06:00 PM (PST) @ Virtual None
Tackling Climate Change with Machine Learning
Peetak Mitra · Maria João Sousa · Mark Roth · Jan Drgona · Emma Strubell · Yoshua Bengio
Workshop
Fri Dec 09 07:00 AM -- 02:00 PM (PST) @ Virtual None
Workshop on Machine Learning Safety
Dan Hendrycks · Victoria Krakovna · Dawn Song · Jacob Steinhardt · Nicholas Carlini
Workshop
Fri Dec 09 07:15 AM -- 07:00 PM (PST) @ Virtual None
Workshop on Machine Learning for Creativity and Design
Tom White · Yingtao Tian · Lia Coleman · Samaneh Azadi
Workshop
Fri Dec 09 08:25 AM -- 05:35 PM (PST) @ Virtual None
Deep Reinforcement Learning Workshop
Karol Hausman · Qi Zhang · Matthew Taylor · Martha White · Suraj Nair · Manan Tomar · Risto Vuorio · Ted Xiao · Zeyu Zheng · Manan Tomar
Workshop
Fri Dec 09 09:00 AM -- 03:30 PM (PST) @ Virtual None
Cultures of AI and AI for Culture
Alex Hanna · Rida Qadri · Fernando Diaz · Nick Seaver · Morgan Scheuerman