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34 The 2020 schedule is still incomplete Program Highlights »
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Workshop
Dates n/a. @ None
Theoretical Foundations of Reinforcement Learning
Emma Brunskill · Thodoris Lykouris · Max Simchowitz · Wen Sun · Mengdi Wang
Workshop
Dates n/a. @ None
ICML 2020 Workshop on Computational Biology
Delasa Aghamirzaie · Workshop CompBio · Alexander Anderson · Elham Azizi · Abdoulaye Baniré Diallo · Cassandra Burdziak · Jill Galagher · Anshul Kundaje · Dana Pe'er · Sandhya Prabhakaran · Amine Remita · Mark Robertson-Tessi · Wesley Tansey · Julia Vogt · Yubin Xie
Workshop
Dates n/a. @ None
Workshop on Generalization in Reinforcement Learning
Rosemary Nan Ke · Anirudh Goyal · Stefan Bauer · Jane Wang · Bernhard Schölkopf
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Learning with Missing Values
Julie Josse · Jes Frellsen · Pierre-Alexandre Mattei · Gael Varoquaux
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Dates n/a. @ None
Law & Machine Learning
Céline Castets-Renard · Sylvain Cussat-Blanc · Laurent Risser
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Dates n/a. @ None
Workshop on eXtreme Classification: Theory and Applications
Maryam Majzoubi · Anna Choromanska · Yashoteja Prabhu · John Langford
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Participatory Approaches to Machine Learning
Angela Zhou · David Madras · Deborah Raji · Smitha Milli · Bogdan Kulynych · Richard Zemel
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Dates n/a. @ None
Workshop on Learning in Artificial Open Worlds
Arthur Szlam · Katja Hofmann · Ruslan Salakhutdinov · Noboru Kuno · William Guss · Kavya Srinet · Brandon Houghton
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Economics of privacy and data labor
Nikolaos Vasiloglou · Rachel Cummings · Glen Weyl · Paris Koutris · Meg Young · Ruoxi Jia · David Dao · Bo Waggoner
Workshop
Dates n/a. @ None
Challenges in Deploying and Monitoring Machine Learning Systems
Alessandra Tosi · Nathan Korda · Neil Lawrence
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Machine Learning for Media Discovery
Erik Schmidt · Oriol Nieto · Fabien Gouyon · Yves Raimond · Katherine Kinnaird · Gert Lanckriet
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Workshop on Continual Learning
Haytham Fayek · Arslan Chaudhry · David Lopez-Paz · Eugene Belilovsky · Jonathan Schwarz · Marc Pickett · Rahaf Aljundi · Razvan Pascanu · Sayna Ebrahimi
Workshop
Dates n/a. @ None
Bridge Between Perception and Reasoning: Graph Neural Networks & Beyond
Jian Tang · Le Song · Jure Leskovec · Renjie Liao · Yujia Li · Sanja Fidler · Richard Zemel · Ruslan Salakhutdinov
Workshop
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Object-Oriented Learning: Perception, Representation, and Reasoning
Sungjin Ahn · Adam Kosiorek · Jessica Hamrick · Sjoerd van Steenkiste · Yoshua Bengio
Workshop
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Self-supervision in Audio and Speech
Mirco Ravanelli · Dmitriy Serdyuk · R Devon Hjelm · Bhuvana Ramabhadran · Titouan Parcollet
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Workshop on AI for Autonomous Driving (AIAD)
Wei-Lun (Harry) Chao · Rowan McAllister · Adrien Gaidon · Li Erran Li · Sven Kreiss
Workshop
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ML Interpretability for Scientific Discovery
Subhashini Venugopalan · Michael Brenner · Scott Linderman · Been Kim
Workshop
Dates n/a. @ None
INNF+: Invertible Neural Networks, Normalizing Flows, and Explicit Likelihood Models
Chin-Wei Huang · David Krueger · Rianne Van den Berg · George Papamakarios · Chris Cremer · Tian Qi Chen · Danilo J. Rezende
Workshop
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Real World Experiment Design and Active Learning
Ilija Bogunovic · Willie Neiswanger · Yisong Yue
Workshop
Dates n/a. @ None
7th ICML Workshop on Automated Machine Learning (AutoML 2020)
Frank Hutter · Joaquin Vanschoren · Marius Lindauer · Charles Weill · Katharina Eggensperger · Matthias Feurer
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ICML 2020 Lifelong Learning Workshop Proposal
Shagun Sodhani · Sarath Chandar · Balaraman Ravindran · Doina Precup
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Incentives in Machine Learning
Boi Faltings · Yang Liu · David Parkes · Goran Radanovic · Dawn Song
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Negative Dependence and Submodularity: Theory and Applications in Machine Learning
Zelda Mariet · Michal Derezinski · Mike Gartrell
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ICML 2020 Workshop on Healthcare Systems, Population Health, and the role of health-tech
Creighton Heaukulani · Konstantina Palla · Katherine Heller · Niranjani Prasad
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Machine Learning for Global Health
Danielle Belgrave · Stephanie Hyland · Charles Onu · Ernest Mwebaze · Nicholas Furnham · Neil Lawrence
Workshop
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5th ICML Workshop on Human Interpretability in Machine Learning (WHI)
Kush Varshney · Adrian Weller · Alice Xiang · Amit Dhurandhar · Been Kim · Dennis Wei · Umang Bhatt
Workshop
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XXAI: Extending Explainable AI Beyond Deep Models and Classifiers
Wojciech Samek · Andreas Holzinger · Ruth Fong · Taesup Moon · Klaus-robert Mueller
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Beyond first order methods in machine learning systems
Albert Berahas · Amir Gholaminejad · Anastasios Kyrillidis · Michael Mahoney · Fred Roosta
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MLRetrospectives: A Venue for Self-Reflection in ML Research
Jessica Forde · Jesse Dodge · Mayoore Jaiswal · Rosanne Liu · Ryan Lowe · Joelle Pineau · Yoshua Bengio
Workshop
Dates n/a. @ None
1st Workshop on Language in Reinforcement Learning (LaReL)
Jelena Luketina · Nantas Nardelli · Jakob Foerster · Victor Zhong · Jacob Andreas · Edward Grefenstette · Tim Rocktäschel
Workshop
Dates n/a. @ None
ICML 2020 Workshop on Uncertainty and Robustness in Deep Learning
Yixuan Li · Balaji Lakshminarayanan · Dan Hendrycks · Thomas Dietterich · Jasper Snoek
Workshop
Dates n/a. @ None
Federated Learning for User Privacy and Data Confidentiality
Olivia Choudhury · Olivia Choudhury · Nathalie Baracaldo · Ramesh Raskar · Gauri Joshi · Han Yu · Shiqiang Wang
Workshop
Dates n/a. @ None
2nd ICML Workshop on Human in the Loop Learning (HILL)
Shanghang Zhang · Xin Wang · Fisher Yu · Jiajun Wu · Trevor Darrell
Workshop
Dates n/a. @ None
Graph Representation Learning and Beyond (GRL+)
Petar Veličković · Michael M. Bronstein · Andreea Deac · Will Hamilton · Jessica Hamrick · Milad Hashemi · Stefanie Jegelka · Jure Leskovec · Renjie Liao · Federico Monti · Yizhou Sun · Kevin Swersky · Rex (Zhitao) Ying · Marinka Žitnik