ICML topics

[rakuten]

https://icml.cc/virtual/2021/calendar

SUN 18 JUL, expo

• THE LATEST ADVANCES AND USE-CASES IN THE FIELD OF CAUSAL AI
• MACHINE LEARNING FOR ADDRESSING POWER GRID CONGESTION
• UNIQUE RESEARCH OPPORTUNITIES IN AI ALGORITHMS, HEALTH, TRAFFIC, AND WEATHER

MON 19 JUL, tutorial

• Random Matrix Theory and ML (RMT+ML)
• Natural-XAI: Explainable AI with Natural Language Explanations
• Unsupervised Learning for Reinforcement Learning

Fri 23 Jul, workshops

• Theoretic Foundation, Criticism, and Application Trend of Explainable AI
• Unsupervised Reinforcement Learning
• Uncertainty and Robustness in Deep Learning
• Subset Selection in Machine Learning: From Theory to Applications