The Mathematics of Causal Inference, with Reflections on Machine Learning and the Logic of Science
1:11:32
Keynote: The Mathematics of Causal Inference: with Reflections on Machine Learning
56:02
Does the Neocortex Use Grid Cell-Like Mechanisms to Learn the Structure of Objects?
45:35
Learning Theory of Transformers: Generalization and Optimization of In-Context Learning
1:06:09
Keynote: Judea Pearl - The New Science of Cause and Effect
1:31:17
Judea Pearl - Theoretical Developments in Causal Inference
1:44:31
Stanford CS229 I Machine Learning I Building Large Language Models (LLMs)
1:29:48
Ferenc Huszár Causal Inference in Everyday Machine Learning Part 1
33:32