Pinwheel graphic representing the Microsoft Research Summit
Return to Event: Microsoft Research Summit 2021

Microsoft Research Summit 2021 • Videos

Panel: Causal ML Research at Microsoft

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 (opens in new tab)

轨迹:
Causal Machine Learning
日期:
演讲者:
Adith Swaminathan, Javier González Hernández, Justin Ding, Daniel McDuff
所属机构:
Microsoft Research

Causal Machine Learning