Susan Athey, "Machine Learning and Causal Inference for Policy Evaluation" Published 2015-10-14 Download video MP4 360p Recommendations 24:12 An introduction to Causal Inference with Python – making accurate estimates of cause and effect from 52:35 "Causality and Data Science," Professor Guido Imbens 1:07:54 Will Writes Books, Book 1, Part 7 -- Procrastination, followed by some writing 57:02 Susan Athey Guest Talk - Estimating Heterogeneous Treatment Effects 15:32 Causal Inference - EXPLAINED! 54:10 cAI23 - Causal Factor Investing 1:06:09 Keynote: Judea Pearl - The New Science of Cause and Effect 1:18:43 14. Causal Inference, Part 1 16:09 Causal Inference with Machine Learning - EXPLAINED! 57:10 Conditional Average Treatment Effects: Overview 27:28 What is causal inference, and why should data scientists know? by Ludvig Hult 20:34 How Will Machine Learning Impact Economics? (Guido Imbens, Josh Angrist, Isaiah Andrews) 1:03:43 How to Speak 30:57 Research talk: Challenges and opportunities in causal machine learning 46:02 What is generative AI and how does it work? – The Turing Lectures with Mirella Lapata 1:08:06 Deep Learning Basics: Introduction and Overview 51:31 11. Introduction to Machine Learning 44:38 Patrick Blöbaum: Performing Root Cause Analysis with DoWhy, a Causal Machine-Learning Library Similar videos 1:09:29 Susan Athey: Machine Learning and Causal Inference for Personalization 48:47 2015 Methods Lecture, Susan Athey, "Machine Learning and Causal Inference" 51:53 Machine Learning and Causal Inference for Advertising Effectiveness 55:11 BayLearn2020 Keynote: Causal Inference: Design & Analysis of Experiments - Prof. Susan Athey 33:20 Machine Learning and Economics: An Introduction 18:18 Machine Learning and Causal Interference -- Susan Athey 1:01:55 Susan Athey on Machine Learning, Big Data, and Causation 9/12/2016 1:07:09 Susan Athey: Synthetic Difference in Differences 1:04:43 Susan Athey and Stefan Wager: Estimating Heterogeneous Treatment Effects in R 22:33 Susan Athey 48:41 Susan Athey, Data Science Colloquium Series 2:04:01 Susan Athey: Counterfactual Inference (NeurIPS 2018 Tutorial) 53:12 Causal Inference — SUSAN ATHEY More results