The Mathematics of Causal Inference, with Reflections on Machine Learning and the Logic of Science Published 2013-06-14 Download video MP4 360p Recommendations 1:11:32 Keynote: The Mathematics of Causal Inference: with Reflections on Machine Learning 27:28 What is causal inference, and why should data scientists know? by Ludvig Hult 43:12 Bernhard Schölkopf: Learning Causal Mechanisms (ICLR invited talk) 1:06:09 Keynote: Judea Pearl - The New Science of Cause and Effect 1:15:46 "Advances in Deep Neural Networks," at ACM Turing 50 Celebration 1:29:48 Ferenc Huszár Causal Inference in Everyday Machine Learning Part 1 54:49 Algorithmic Trading and Machine Learning 56:16 Judea Pearl Tribute Symposium: Causality 1:29:49 Pairings in Cryptography 2:01:12 Judea Pearl -- The Foundations of Causal Inference [The Book of WHY] 1:31:17 Judea Pearl - Theoretical Developments in Causal Inference 06:04 A Message from ARK’s CIO Cathie Wood 1:00:35 Judea Pearl, 2012 ACM A.M. Turing Award Lecture "The Mechanization of Causal Inference" 56:25 The Unreasonable Effectiveness of Spectral Graph Theory: A Confluence of Algorithms, Geometry & ... 2:07:15 Black Holes and the Quantum-Extended Church-Turing Thesis | Quantum Colloquium 45:55 Susan Athey, "Machine Learning and Causal Inference for Policy Evaluation" Similar videos 47:53 2017 WCE: Causal Inference and the Data-Fusion Problem 56:06 Interview with Judea Pearl (UCLA) 1:55:04 Lectures on Causality: Jonas Peters, Part 3 1:02:11 Causal Inference 1:12:15 Judea Pearl: "Interpretability and explainability from a causal lens" 26:51 IMS-Microsoft Research Workshop: Foundations of Data Science - Causal Reasoning and Learning Systems 27:55 Causal Inference: Discussion 39:49 Causal Inference in Data Science From Prediction to Causation by Amit Sharma | DataEngConf NYC '16 30:00 Causal Inference in Machine Learning – Andrés-Leonardo Martínez-Ortiz 1:44:05 Lectures on Causality: Jonas Peters, Part 1 1:08:41 The New Science of Cause and Effect with Reflections on Data Science and AI｜Judea Pearl 18:18 Machine Learning and Causal Interference -- Susan Athey More results