What's coming up at #ICML2021?

The thirty eighth International Conference on Machine Learning (ICML) is now underway and will run for the entirety of this week (18 – 24 July), in a virtual only format. There will five invited talks to enjoy, as well as workshops, tutorials, affinity events and socials. Challenges in Deploying and monitoring Machine Learning Systems INNF: Invertible Neural Networks, Normalizing Flows, and Explicit Likelihood Models ICML Workshop on Theoretic Foundation, Criticism, and Application Trend of Explainable AI Tackling Climate Change with Machine Learning Theory and Foundation of Continual Learning ICML 2021 Workshop on Unsupervised Reinforcement Learning Human-AI Collaboration in Sequential Decision-Making ICML Workshop on Representation Learning for Finance and E-Commerce Applications Reinforcement Learning for Real Life Uncertainty and Robustness in Deep Learning Interpretable Machine Learning in Healthcare 8th ICML Workshop on Automated Machine Learning (AutoML 2021) Theory and Practice of Differential Privacy The Neglected Assumptions In Causal Inference Machine Learning for Data: Automated Creation, Privacy, Bias ICML Workshop on Human in the Loop Learning (HILL) ICML Workshop on Algorithmic Recourse A Blessing in Disguise: The Prospects and Perils of Adversarial Machine Learning International Workshop on Federated Learning for User Privacy and Data Confidentiality in Conjunction with ICML 2021 (FL-ICML'21) Workshop on Socially Responsible Machine Learning ICML 2021 Workshop on Computational Biology Subset Selection in Machine Learning: From Theory to Applications Workshop on Computational Approaches to Mental Health @ ICML 2021 Workshop on Distribution-Free Uncertainty Quantification Information-Theoretic Methods for Rigorous, Responsible, and Reliable Machine Learning (ITR3) Beyond first-order methods in machine learning systems Self-Supervised Learning for Reasoning and Perception Time Series Workshop Workshop on Reinforcement Learning Theory Over-parameterization: Pitfalls and Opportunities