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(12 events)   Timezone:  
The 2021 schedule is still incomplete
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Tutorial
Tue Jul 20 12:00 AM -- 03:00 AM (KST) @ Virtual
Responsible AI in Industry: Practical Challenges and Lessons Learned
Krishnaram Kenthapadi · Ben Packer · Mehrnoosh Sameki · Nashlie Sephus
[ Slides
Tutorial
Tue Jul 20 12:00 AM -- 03:05 AM (KST) @ Virtual
Continual Learning with Deep Architectures
Vincenzo Lomonaco · Irina Rish
[ Slides
Tutorial
Tue Jul 20 12:00 AM -- 03:00 AM (KST) @ Virtual
Natural-XAI: Explainable AI with Natural Language Explanations
Oana-Maria Camburu · Zeynep Akata
[ Slides
Tutorial
Tue Jul 20 12:00 AM -- 03:00 AM (KST)
Synthetic Healthcare Data Generation and Assessment: Challenges, Methods, and Impact on Machine Learning
Ahmed M. Alaa · Mihaela van der Schaar
Tutorial
Tue Jul 20 12:00 AM -- 03:15 AM (KST)
From ML research to ML products: A path towards building models with real-world impact
Gholamreza Salimi-Khorshidi · Peyman Faratin
Tutorial
Tue Jul 20 12:00 AM -- 02:59 AM (KST)
Sparsity in Deep Learning: Pruning and growth for efficient inference and training
Torsten Hoefler · Dan Alistarh
[ Paper ]
Tutorial
Tue Jul 20 04:00 AM -- 07:00 AM (KST) @ Virtual
Random Matrix Theory and ML (RMT+ML)
Fabian Pedregosa · Courtney Paquette · Thomas Trogdon · Jeffrey Pennington
[ Slides
Tutorial
Tue Jul 20 04:00 AM -- 07:00 AM (KST) @ Virtual
Online and non-stochastic control
Elad Hazan · Karan Singh
[ Slides
Tutorial
Tue Jul 20 04:00 AM -- 06:50 AM (KST)
Social Implications of Large Language Models
Hal Daumé III · Kate Crawford
Tutorial
Tue Jul 20 04:00 AM -- 07:00 AM (KST) @ Virtual
Unsupervised Learning for Reinforcement Learning
Aravind Srinivas · Pieter Abbeel
[ Slides
Tutorial
Tue Jul 20 12:00 PM -- 03:00 PM (KST) @ Virtual
Privacy in learning: Basics and the interplay
Huishuai Zhang · Wei Chen
[ Slides
Tutorial
Tue Jul 20 12:00 PM -- 02:45 PM (KST) @ Virtual
Self-Attention for Computer Vision
Aravind Srinivas · Prajit Ramachandran · Ashish Vaswani
[ Slides