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...

Graphical Models for Processing Missing Data

This paper reviews recent advances in missing data research using graphical models to represent multivariate dependencies. We first examine the limitations of traditional frameworks from three different perspectives: \textit{transparency, estimability...

Tweets by Judea Pearl

Tweets by yudapearl