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(60 events)   Timezone: »  
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Workshop
Mon Dec 13 01:00 AM -- 12:30 PM (PST)
Algorithmic Fairness through the lens of Causality and Robustness
Jessica Schrouff · Awa Dieng · Golnoosh Farnadi · Kweku Kwegyir-Aggrey · Miriam Rateike
Workshop
Mon Dec 13 03:00 AM -- 12:30 PM (PST)
5th Workshop on Meta-Learning
Erin Grant · Fabio Ferreira · Frank Hutter · Jonathan Schwarz · Joaquin Vanschoren · Huaxiu Yao
Workshop
Mon Dec 13 03:15 AM -- 02:35 PM (PST)
OPT 2021: Optimization for Machine Learning
Courtney Paquette · Quanquan Gu · Oliver Hinder · Katya Scheinberg · Sebastian Stich · Martin Takac
Workshop
Mon Dec 13 04:00 AM -- 05:15 PM (PST)
ImageNet: Past, Present, and Future
Zeynep Akata · Lucas Beyer · Sanghyuk Chun · A. Sophia Koepke · Diane Larlus · Seong Joon Oh · Rafael Rezende · Sangdoo Yun · Xiaohua Zhai
Workshop
Mon Dec 13 04:00 AM -- 11:10 AM (PST)
The pre-registration workshop: an alternative publication model for machine learning research
Samuel Albanie · João Henriques · Luca Bertinetto · Alex Hernandez-Garcia · Hazel Doughty · Gul Varol
Workshop
Mon Dec 13 04:50 AM -- 02:40 PM (PST)
I (Still) Can't Believe It's Not Better: A workshop for “beautiful” ideas that "should" have worked
Aaron Schein · Melanie F. Pradier · Jessica Forde · Stephanie Hyland · Francisco Ruiz
Workshop
Mon Dec 13 05:00 AM -- 05:00 PM (PST)
Efficient Natural Language and Speech Processing (Models, Training, and Inference)
Mehdi Rezagholizadeh · Lili Mou · Yue Dong · Pascal Poupart · Ali Ghodsi · Qun Liu
Workshop
Mon Dec 13 05:00 AM -- 12:10 PM (PST)
Machine Learning Meets Econometrics (MLECON)
David Bruns-Smith · Arthur Gretton · Limor Gultchin · Niki Kilbertus · Krikamol Muandet · Evan Munro · Angela Zhou
Workshop
Mon Dec 13 05:00 AM -- 01:00 PM (PST)
Optimal Transport and Machine Learning
Jason Altschuler · Charlotte Bunne · Laetitia Chapel · Marco Cuturi · Rémi Flamary · Gabriel Peyré · Alexandra Suvorikova
Workshop
Mon Dec 13 05:00 AM -- 01:55 PM (PST)
AI for Science: Mind the Gaps
Payal Chandak · Yuanqi Du · Tianfan Fu · Wenhao Gao · Kexin Huang · Shengchao Liu · Ziming Liu · Gabriel Spadon · Max Tegmark · Hanchen Wang · Adrian Weller · Max Welling · Marinka Zitnik
Workshop
Mon Dec 13 05:30 AM -- 04:00 PM (PST)
New Frontiers in Federated Learning: Privacy, Fairness, Robustness, Personalization and Data Ownership
Nghia Hoang · Lam Nguyen · Pin-Yu Chen · Lily Weng · Sara Magliacane · Bryan Kian Hsiang Low · Anoop Deoras
Workshop
Mon Dec 13 05:45 AM -- 02:30 PM (PST)
Metacognition in the Age of AI: Challenges and Opportunities
Ingmar Posner · Francesca Rossi · Lior Horesh · Steve Fleming · Oiwi Parker Jones · Rohan Paul · Biplav Srivastava · Andrea Loreggia · Marianna Ganapini
Workshop
Mon Dec 13 05:50 AM -- 02:05 PM (PST)
Databases and AI (DBAI)
Nikolaos Vasiloglou · Parisa Kordjamshidi · Zenna Tavares · Maximilian Schleich · Nantia Makrynioti · Kirk Pruhs
Workshop
Mon Dec 13 05:55 AM -- 02:05 PM (PST)
Meaning in Context: Pragmatic Communication in Humans and Machines
Jennifer Hu · Noga Zaslavsky · Aida Nematzadeh · Michael Franke · Roger Levy · Noah Goodman
Workshop
Mon Dec 13 06:00 AM -- 03:00 PM (PST)
Differentiable Programming Workshop
Ludger Paehler · William Moses · Maria I Gorinova · Assefaw H. Gebremedhin · Jan Hueckelheim · Sri Hari Krishna Narayanan
Workshop
Mon Dec 13 06:00 AM -- 04:00 PM (PST)
Machine Learning in Structural Biology
Ellen Zhong · Raphael Townshend · Stephan Eismann · Namrata Anand · Roshan Rao · John Ingraham · Wouter Boomsma · Sergey Ovchinnikov · Bonnie Berger
Workshop
Mon Dec 13 06:00 AM -- 03:30 PM (PST)
Machine Learning and the Physical Sciences
Anima Anandkumar · Kyle Cranmer · Mr. Prabhat · Lenka Zdeborová · Atilim Gunes Baydin · Juan Carrasquilla · Emine Kucukbenli · Gilles Louppe · Benjamin Nachman · Brian Nord · Savannah Thais
Workshop
Mon Dec 13 06:30 AM -- 03:00 PM (PST)
Causal Inference & Machine Learning: Why now?
Elias Bareinboim · Bernhard Schölkopf · Terrence Sejnowski · Yoshua Bengio · Judea Pearl
Workshop
Mon Dec 13 06:45 AM -- 03:00 PM (PST)
Shared Visual Representations in Human and Machine Intelligence
Arturo Deza · Joshua Peterson · N Apurva Ratan Murty · Tom Griffiths
Workshop
Mon Dec 13 07:00 AM -- 04:45 PM (PST)
Human Centered AI
Michael Muller · Plamen P Angelov · Shion Guha · Marina Kogan · Gina Neff · Nuria Oliver · Manuel Rodriguez · Adrian Weller
Workshop
Mon Dec 13 07:50 AM -- 06:30 PM (PST)
Machine Learning for Autonomous Driving
Xinshuo Weng · Jiachen Li · Nick Rhinehart · Daniel Omeiza · Ali Baheri · Rowan McAllister
Workshop
Mon Dec 13 07:55 AM -- 04:00 PM (PST)
Workshop on Deep Learning and Inverse Problems
Reinhard Heckel · Paul Hand · Rebecca Willett · christopher metzler · Mahdi Soltanolkotabi
Workshop
Mon Dec 13 08:00 AM -- 04:00 PM (PST)
Safe and Robust Control of Uncertain Systems
Ashwin Balakrishna · Brijen Thananjeyan · Daniel Brown · Marek Petrik · Melanie Zeilinger · Sylvia Herbert
Workshop
Mon Dec 13 08:00 AM -- 12:00 AM (PST)
CtrlGen: Controllable Generative Modeling in Language and Vision
Steven Y. Feng · Drew Arad Hudson · Tatsunori Hashimoto · DONGYEOP Kang · Varun Prashant None Gangal · Anusha Balakrishnan · Joel Tetreault
Workshop
Mon Dec 13 08:15 AM -- 06:00 PM (PST)
Machine Learning for Creativity and Design
Tom White · Mattie Tesfaldet · Samaneh Azadi · Daphne Ippolito · Lia Coleman · David Ha
Workshop
Mon Dec 13 08:45 AM -- 06:00 PM (PST)
Deep Reinforcement Learning
Pieter Abbeel · Chelsea Finn · David Silver · Matthew Taylor  · Martha White · Srijita Das · Yuqing Du · Andrew Patterson · Manan Tomar · Olivia Watkins
Workshop
Mon Dec 13 09:00 AM -- 06:00 PM (PST)
Distribution shifts: connecting methods and applications (DistShift)
Shiori Sagawa · Pang Wei Koh · Fanny Yang · Hongseok Namkoong · Jiashi Feng · Kate Saenko · Percy Liang · Sarah Bird · Sergey Levine
Workshop
Mon Dec 13 09:00 AM -- 05:30 PM (PST)
Third Workshop on AI for Humanitarian Assistance and Disaster Response
Ritwik Gupta · Esther Rolf · Robin Murphy · Eric Heim
Workshop
Mon Dec 13 09:00 AM -- 05:55 PM (PST)
ML For Systems
Benoit Steiner · Jonathan Raiman · Martin Maas · Azade Nazi · Mimee Xu · Anna Goldie
Workshop
Mon Dec 13 09:00 AM -- 02:50 PM (PST)
Learning in Presence of Strategic Behavior
Omer Ben-Porat · Nika Haghtalab · Annie Liang · Yishay Mansour · David Parkes
Workshop
Tue Dec 14 03:00 AM -- 11:00 AM (PST)
Bayesian Deep Learning
Yarin Gal · Yingzhen Li · Sebastian Farquhar · Christos Louizos · Eric Nalisnick · Andrew Gordon Wilson · Zoubin Ghahramani · Kevin Murphy · Max Welling
Workshop
Tue Dec 14 03:45 AM -- 03:00 PM (PST)
Advances in Programming Languages and Neurosymbolic Systems (AIPLANS)
Breandan Considine · Disha Shrivastava · David Yu-Tung Hui · Chin-Wei Huang · Shawn Tan · Xujie Si · Prakash Panangaden · Guy Van den Broeck · Daniel Tarlow
Workshop
Tue Dec 14 04:00 AM -- 01:45 PM (PST)
Political Economy of Reinforcement Learning Systems (PERLS)
Thomas Gilbert · Stuart J Russell · Tom O Zick · Aaron Snoswell · Michael Dennis
Workshop
Tue Dec 14 04:50 AM -- 02:00 PM (PST)
Medical Imaging meets NeurIPS
DOU QI · Marleen de Bruijne · Ben Glocker · Aasa Feragen · Herve Lombaert · Ipek Oguz · Jonas Teuwen · Islem None Rekik · Darko Stern · Xiaoxiao Li
Workshop
Tue Dec 14 04:55 AM -- 04:30 PM (PST)
Your Model is Wrong: Robustness and misspecification in probabilistic modeling
Diana Cai · Sameer Deshpande · Mike Hughes · Tamara Broderick · Trevor Campbell · Nick Foti · Barbara Engelhardt · Sinead Williamson
Workshop
Tue Dec 14 05:00 AM -- 01:45 PM (PST)
The Symbiosis of Deep Learning and Differential Equations
Luca Celotti · Kelly Buchanan · Jorge Ortiz · Patrick Kidger · Stefano Massaroli · Michael Poli · Lily Hu · Ermal Rrapaj · Martin Magill · Thorsteinn Jonsson · Animesh Garg
Workshop
Tue Dec 14 05:00 AM -- 02:30 PM (PST)
eXplainable AI approaches for debugging and diagnosis
Roberto Capobianco · Biagio La Rosa · Leilani H Gilpin · Wen Sun · Alice Xiang · Alexander Feldman
Workshop
Tue Dec 14 05:00 AM -- 02:40 PM (PST)
Ecological Theory of Reinforcement Learning: How Does Task Design Influence Agent Learning?
Manfred Díaz · Hiroki Furuta · Elise van der Pol · Lisa Lee · Shixiang (Shane) Gu · Pablo Samuel Castro · Simon Du · Marc Bellemare · Sergey Levine
Workshop
Tue Dec 14 05:00 AM -- 12:20 PM (PST)
Out-of-distribution generalization and adaptation in natural and artificial intelligence
Joshua T Vogelstein · Weiwei Yang · Soledad Villar · Zenna Tavares · Johnathan Flowers · Onyema Osuagwu
Workshop
Tue Dec 14 05:20 AM -- 02:15 PM (PST)
Cooperative AI
Natasha Jaques · Edward Hughes · Jakob Foerster · Noam Brown · Kalesha Bullard · Charlotte Smith
Workshop
Tue Dec 14 05:30 AM -- 02:30 PM (PST)
Bridging the Gap: from Machine Learning Research to Clinical Practice
Julia Vogt · Ece Ozkan · Sonali Parbhoo · Melanie F. Pradier · Patrick Schwab · Shengpu Tang · Mario Wieser · Jiayu Yao
Workshop
Tue Dec 14 05:45 AM -- 02:30 PM (PST)
AI for Credible Elections: A Call to Action
Biplav Srivastava · Anita Nikolich · Huan Liu · Natwar Modani · Tarmo Koppel
Workshop
Tue Dec 14 05:55 AM -- 12:40 PM (PST)
Machine Learning in Public Health
Rumi Chunara · Daniel Lizotte · Laura Rosella · Esra Suel · Marie Charpignon
Workshop
Tue Dec 14 05:59 AM -- 02:00 PM (PST)
Learning Meaningful Representations of Life (LMRL)
Elizabeth Wood · Adji Dieng · Aleks Goeva · Anshul Kundaje · Barbara Engelhardt · Chang Liu · David Van Valen · Debora Marks · Edward Boyden · Eli N Weinstein · Lorin Crawford · Mor Nitzan · Romain Lopez · Tamara Broderick · Ray Jones · Wouter Boomsma · Yixin Wang
Workshop
Tue Dec 14 06:00 AM -- 03:00 PM (PST)
Deep Generative Models and Downstream Applications
Jose Miguel Hernández-Lobato · Yingzhen Li · Yichuan Zhang · Cheng Zhang · Austin Tripp · Weiwei Pan · Oren Rippel
Workshop
Tue Dec 14 06:00 AM -- 02:35 PM (PST)
Second Workshop on Quantum Tensor Networks in Machine Learning
Xiao-Yang Liu · Qibin Zhao · Ivan Oseledets · Yufei Ding · Guillaume Rabusseau · Khadijeh Najafi · Andrzej Cichocki · Masashi Sugiyama · Anwar Walid
Workshop
Tue Dec 14 06:00 AM -- 01:40 PM (PST)
Machine Learning for the Developing World (ML4D): Global Challenges
Paula Rodriguez Diaz · Konstantin Klemmer · Sally Simone Fobi · Femi (Oluwafemi) Azeez · Niveditha Kalavakonda · Aya Salama · Tejumade Afonja · Ritwik Gupta
Workshop
Tue Dec 14 06:05 AM -- 03:30 PM (PST)
Workshop on Human and Machine Decisions
Daniel Reichman · Joshua Peterson · Kiran Tomlinson · Annie Liang · Tom Griffiths
Workshop
Tue Dec 14 06:15 AM -- 05:00 PM (PST)
Tackling Climate Change with Machine Learning
Maria João Sousa · Hari Prasanna Das · Sally Simone Fobi · Jan Drgona · Tegan Maharaj · Yoshua Bengio
Workshop
Tue Dec 14 07:00 AM -- 07:00 PM (PST)
4th Robot Learning Workshop: Self-Supervised and Lifelong Learning
Alex Bewley · Masha Itkina · S. H Kasaei · Jens Kober · Nathan Lambert · Julien PEREZ · Ransalu Senanayake · Vincent Vanhoucke · Markus Wulfmeier · Igor Gilitschenski
Workshop
Tue Dec 14 07:00 AM -- 04:30 PM (PST)
2nd Workshop on Self-Supervised Learning: Theory and Practice
Pengtao Xie · Ishan Misra · Pulkit Agrawal · Abdelrahman Mohamed · Shentong Mo · Youwei Liang · Christin Jeannette Bohg · Kristina N Toutanova
Workshop
Tue Dec 14 07:00 AM -- 02:10 PM (PST)
Machine learning from ground truth: New medical imaging datasets for unsolved medical problems.
Katy Haynes · Ziad Obermeyer · Emma Pierson · Marzyeh Ghassemi · Matthew Lungren · Sendhil Mullainathan · Matthew McDermott
Workshop
Tue Dec 14 07:00 AM -- 02:30 PM (PST)
Learning and Decision-Making with Strategic Feedback
Yahav Bechavod · Hoda Heidari · Eric Mazumdar · Celestine Mendler-Dünner · Tijana Zrnic
Workshop
Tue Dec 14 07:00 AM -- 03:00 PM (PST)
Deployable Decision Making in Embodied Systems (DDM)
Angela Schoellig · Animesh Garg · Somil Bansal · SiQi Zhou · Melissa Greeff · Lukas Brunke
Workshop
Tue Dec 14 08:00 AM -- 05:55 PM (PST)
Privacy in Machine Learning (PriML) 2021
Yu-Xiang Wang · Borja Balle · Giovanni Cherubin · Kamalika Chaudhuri · Antti Honkela · Jonathan Lebensold · Casey Meehan · Mi Jung Park · Adrian Weller · Yuqing Zhu
Workshop
Tue Dec 14 08:00 AM -- 04:00 PM (PST)
Physical Reasoning and Inductive Biases for the Real World
Krishna Jatavallabhula · Rika Antonova · Kevin Smith · Hsiao-Yu Tung · Florian Shkurti · Christin Jeannette Bohg · Josh Tenenbaum
Workshop
Tue Dec 14 08:30 AM -- 06:00 PM (PST)
Data Centric AI
Andrew Ng · Lora Aroyo · Greg Diamos · Cody Coleman · Vijay Janapa Reddi · Joaquin Vanschoren · Carole-Jean Wu · Sharon Zhou · Lynn He
Workshop
Tue Dec 14 08:55 AM -- 06:05 PM (PST)
Math AI for Education (MATHAI4ED): Bridging the Gap Between Research and Smart Education
Pan Lu · Yuhuai Wu · Sean Welleck · Xiaodan Liang · Eric Xing · James McClelland
Workshop
Tue Dec 14 09:00 AM -- 06:20 PM (PST)
Offline Reinforcement Learning
Rishabh Agarwal · Aviral Kumar · George Tucker · Justin Fu · Nan Jiang · Doina Precup · Aviral Kumar
Workshop
Tue Dec 14 10:50 AM -- 06:40 PM (PST)
Causal Inference Challenges in Sequential Decision Making: Bridging Theory and Practice
Aurelien Bibaut · Maria Dimakopoulou · Nathan Kallus · Xinkun Nie · Masatoshi Uehara · Kelly Zhang