JUDEA PEARL – COGNITIVE SYSTEMS LABORATORY

Research was partially supported by grants from AFOSR, NIH, NSF and ONR (MURI). (R-493):  [pdf] [bib]C. Cinelli, A. Forney, and J. Pearl “A Crash Course in Good and Bad Controls,” UCLA Cognitive Systems Laboratory, Technical Report (R-493),...

Judea Pearl, “The Mathematics of Cause and Effect”

Professor Judea Pearl from UCLA presented at a Seminar series event for the Institute for Data Sciences and Engineering at Columbia University. His presentation on November 4, 2013 was titled “The Mathematics of Cause and Effect”.   References https://datascience.columbia.edu/seminarvideo_judeapearl

Judea Pearl: Causal Reasoning, Counterfactuals, Bayesian Networks, and the Path to AGI

Judea Pearl is a professor at UCLA and a winner of the Turing Award, that’s generally recognized as the Nobel Prize of computing. He is one of the seminal figures in the field of artificial intelligence, computer science, and statistics. He has...

Keynote: Judea Pearl – The New Science of Cause and Effect, Pydata, LA 2018

The talk will explain why data science should embrace an engine for processing cause-effect relationships. I will describe the structure of this engine, how it has revolutionized the data-intensive sciences and how it is about to revolutiones machine...

Why19 at Stanford, March 2019

Beyond Curve Fitting: Causation, Counterfactuals, and Imagination-based AI AAAI Spring Symposium, March 25-27, 2019, Stanford, CA Motivation In recent years, Artificial Intelligence and Machine Learning have received enormous attention from the general...

THE BOOK OF WHY: THE NEW SCIENCE OF CAUSE AND EFFECT

Publisher’s Description Authors’ Bios Judea Pearl Dana Mackenzie Scientific Background Causality and the sciences Causality and Statistics Causality and Artificial Intelligence (video) Causality and Cognitive Science (video) Causality...

JUDEA PEARL, MADELYN GLYMOUR, NICHOLAS P. JEWELL CAUSAL INFERENCE IN STATISTICS: A PRIMER

Publisher’s Description Front Matter Preface Table of Contents Preview of Chapters Chapter 1 preview and bibliographical notes Chapter 2 preview and bibliographical notes Chapter 3 preview and bibliographical notes Chapter 4 preview and bibliographical...

JUDEA PEARL – CAUSALITY 2nd Edition, 2009

1. Why I wrote this book2. Table of Contents 3. Preface 1st Edition 2nd Edition4. Preview of text Epilogue: The Art and Science of Cause and Effect (from Causality, 2nd Edition) Important Topic: On the meaning of structural equations (from Causality,...

UCLA’s Professor Judea Pearl Wins the Rumelhart Prize

Recognition awarded for his leading research in artificial intelligence and reasoning systems. By RBR Staff | August 16, 2010 The Cognitive Science Society today announces that Professor Judea Pearl of University of California at Los Angeles...