ICML 2021 Schedule

(12 events) Time zone: Conference local time zone

The 2021 schedule is still incomplete

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Tutorial

Mon Jul 19 05:00 PM -- 08:00 PM (CEST) @ Virtual

Responsible AI in Industry: Practical Challenges and Lessons Learned

Krishnaram Kenthapadi · Ben Packer · Mehrnoosh Sameki · Nashlie Sephus

[ Slides]

Tutorial

Mon Jul 19 05:00 PM -- 08:05 PM (CEST) @ Virtual

Continual Learning with Deep Architectures

Vincenzo Lomonaco · Irina Rish

[ Slides]

Tutorial

Mon Jul 19 05:00 PM -- 08:00 PM (CEST) @ Virtual

Natural-XAI: Explainable AI with Natural Language Explanations

Oana-Maria Camburu · Zeynep Akata

[ Slides]

Tutorial

Mon Jul 19 05:00 PM -- 08:00 PM (CEST)

Synthetic Healthcare Data Generation and Assessment: Challenges, Methods, and Impact on Machine Learning

Ahmed M. Alaa · Mihaela van der Schaar

Tutorial

Mon Jul 19 05:00 PM -- 08:15 PM (CEST)

From ML research to ML products: A path towards building models with real-world impact

Gholamreza Salimi-Khorshidi · Peyman Faratin

Tutorial

Mon Jul 19 05:00 PM -- 07:59 PM (CEST)

Sparsity in Deep Learning: Pruning and growth for efficient inference and training

Torsten Hoefler · Dan Alistarh

[ Paper ]

Tutorial

Mon Jul 19 09:00 PM -- 12:00 AM (CEST) @ Virtual

Random Matrix Theory and ML (RMT+ML)

Fabian Pedregosa · Courtney Paquette · Thomas Trogdon · Jeffrey Pennington

[ Slides]

Tutorial

Mon Jul 19 09:00 PM -- 12:00 AM (CEST) @ Virtual

Online and non-stochastic control

Elad Hazan · Karan Singh

[ Slides]

Tutorial

Mon Jul 19 09:00 PM -- 11:50 PM (CEST)

Social Implications of Large Language Models

Hal Daumé III · Kate Crawford

Tutorial

Mon Jul 19 09:00 PM -- 12:00 AM (CEST) @ Virtual

Unsupervised Learning for Reinforcement Learning

Aravind Srinivas · Pieter Abbeel

[ Slides]

Tutorial

Tue Jul 20 05:00 AM -- 08:00 AM (CEST) @ Virtual

Privacy in learning: Basics and the interplay

Huishuai Zhang · Wei Chen

[ Slides]

Tutorial

Tue Jul 20 05:00 AM -- 07:45 AM (CEST) @ Virtual

Self-Attention for Computer Vision

Aravind Srinivas · Prajit Ramachandran · Ashish Vaswani

[ Slides]

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