conftrace_

treatment effect

134 papers

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Co-occurring keywords

causal inference (1630) treatment effect estimation (72) observational datum (109) representation learning (6206) instrumental variable (75) propensity score (47) domain adaptation (4595) observational study (38) a/b testing (24) individual treatment effect (22)

Papers

Representation Learning for Treatment Effect Estimation from Observational Data NIPS 2018
Deep IV: A Flexible Approach for Counterfactual Prediction ICML 2017
Causal Effect Inference with Deep Latent-Variable Models NIPS 2017
Matching on Balanced Nonlinear Representations for Treatment Effects Estimation NIPS 2017
Action Centered Contextual Bandits NIPS 2017
A Framework for Optimal Matching for Causal Inference AISTATS 2017
Facilitating Score and Causal Inference Trees for Large Observational Studies JMLR 2012
Sufficient covariates and linear propensity analysis AISTATS 2010
Subgroup Analysis via Recursive Partitioning JMLR 2009