AIWS University

Causality and Machine Learning

At Microsoft Research, our causality research spans a broad array of topics, including: using causal insights to improve machine learning methods; adapting and scaling causal methods to leverage large-scale and high-dimensional datasets; and applying...

JUDEA PEARL

For fundamental contributions to artificial intelligence through the development of a calculus for probabilistic and causal reasoning. Judea Pearl created the representational and computational foundation for the processing of information under uncertainty. He...

Which Patients are in Greater Need: A counterfactual analysis with reflections on COVID-19

Scott Mueller and Judea Pearl We are pleased to introduce the writing of Professor Judea Pearl, UCLA, World Leader in AIWS Award and a Mentor of AIWS.net: I feel an obligation to share with you a couple of ideas on how AI can offer new insights and new...

Dr. David Bray Will Present Ai World Society Distinguished Lecture as United Nations Academic Impact Charter Day Lecture on United Nations Charter Day

Executive Director for the People-Centered Internet coalition [www.peoplecentered.net], a Eisenhower and Marshall Memorial Fellow, World Economic Forum Young Global Leader, and one of the top “24 Americans Who Are Changing the World under 40”, Dr....