Panel: Causal ML Research at Microsoft
7Moderator:
Adith Swaminathan, Senior Researcher, Microsoft Research Redmond
Speakers:
Javier González Hernández, Principal Researcher, Microsoft Research Cambridge
Justin Ding, Principal Researcher, Microsoft Research Asia
Daniel McDuff, Principal Researcher, Microsoft Research Redmond
Causal machine learning is poised to be the next AI revolution, providing a firm foundation for robust predictions, efficient decisions and human-interpretable explanations. This panel brings together a subset of experts across the Microsoft Research labs to describe their explorations in the frontier of causal ML research. You will learn how MSR approaches explainable AI using causality, how open simulators like CausalCity can accelerate causal discovery, how recommender systems can perform robust counterfactual reasoning, and how important applications in healthcare are enabled by our latest advances in causal ML.
Learn more about the 2021 Microsoft Research Summit: https://Aka.ms/researchsummit