Judea Pearl

Turing Award Laureate & Chancellor's Professor of CS

Simons Institute (UC Berkeley)

1 standalone talk · 1 total lecture · 1h recorded

AI & Machine Learning

Standalone talks by Judea Pearl

Self-contained public lectures, keynote addresses, and research seminars.

The Mathematics of Causal Inference and the Logic of Science

1:00:35

AI & ML·Research Seminar

The Mathematics of Causal Inference and the Logic of Science

Judea Pearl·Simons Institute (UC Berkeley)

Distinguishes passive statistical conditioning P(Y|X) from structural interventions P(Y|do(X)) and counterfactual reasoning across Judea Pearl's three-rung Ladder of Causation.