00:04 Deep IV in Law: Towards Automated Impact Analysis of Judicial Precedents - Daniel L Chen 05:04 Synthetic Regression Discontinuity: Causal Identification with Machine Learning - Pietro Bonaldi 10:19 Equal Opportunity and Affirmative Action via Counterfactual Predictions - Dhanya Sridhar 13:44 Preserving Causal Constraints in Counterfactual Explanations for Machine Learning Classifiers - Divyat Mahajan 18:45 Non-Parametric Inference Adaptive to Intrinsic Dimension - Vasilis Syrgkanis 22:51 Covariate Reduction for Weighted Causal Effect Estimation with Deconfounding Scores - Alexander D’Amour