conftrace_

observational datum

109 papers

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Co-occurring keywords

causal inference (1630) treatment effect (134) causal discovery (460) causal effect estimation (69) propensity score (47) treatment effect estimation (72) domain adaptation (4595) heterogeneous treatment effect (50) individual treatment effect (22) counterfactual reasoning (230)

Papers

A Bayesian Nonparametric Approach for Estimating Individualized Treatment-Response Curves MLHC 2016
Distinguishing Cause from Effect Using Observational Data: Methods and Benchmarks JMLR 2016
The Randomized Causation Coefficient JMLR 2015
Ultra-Scalable and Efficient Methods for Hybrid Observational and Experimental Local Causal Pathway Discovery JMLR 2015
Bandits with Unobserved Confounders: A Causal Approach NIPS 2015
Meta-Transportability of Causal Effects: A Formal Approach AISTATS 2013
On Causal Discovery with Cyclic Additive Noise Models NIPS 2011
Introduction to Causal Inference JMLR 2010
Sufficient covariates and linear propensity analysis AISTATS 2010