Dec 14, 2019
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
Neural Information Processing Systems (NeurIPS) is a multi-track machine learning and computational neuroscience conference that includes invited talks, demonstrations, symposia and oral and poster presentations of refereed papers. Following the conference, there are workshops which provide a less formal setting.
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