causal inference

Learning Disentangled Representations for CounterFactual Regression ICLR 2020 Learning Individually Inferred Communication for Multi-Agent Cooperation NeurIPS 2020 Learning Joint Nonlinear Effects from Single-variable Interventions in the Presence of Hidden Confounders UAI 2020 Learning Linear Non-Gaussian Causal Models in the Presence of Latent Variables JMLR 2020 Learning Overlapping Representations for the Estimation of Individualized Treatment Effects AISTATS 2020 Learning The Difference That Makes A Difference With Counterfactually-Augmented Data ICLR 2020 Learning to search efficiently for causally near-optimal treatments NeurIPS 2020 Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect NeurIPS 2020 Measuring Correlation-to-Causation Exaggeration in Press Releases COLING 2020 MeDIL: A Python Package for Causal Modelling PGM 2020 Multi-Label Causal Feature Selection AAAI 2020 Multi-task Causal Learning with Gaussian Processes NeurIPS 2020 Off-Policy Evaluation and Learning for External Validity under a Covariate Shift NeurIPS 2020 Off-policy Policy Evaluation For Sequential Decisions Under Unobserved Confounding NeurIPS 2020 On Efficient Adjustment in Causal Graphs JMLR 2020 Optimal and Non-Discriminative Rehabilitation Program Design for Opioid Addiction Among Homeless Youth IJCAI 2020 Optimality, Accuracy, and Efficiency of an Exact Functional Test IJCAI 2020 OrganITE: Optimal transplant donor organ offering using an individual treatment effect NeurIPS 2020 Probabilistic Reasoning Across the Causal Hierarchy AAAI 2020 Provably Efficient Neural Estimation of Structural Equation Models: An Adversarial Approach NeurIPS 2020 ReCO: A Large Scale Chinese Reading Comprehension Dataset on Opinion AAAI 2020 Regret Analysis of Bandit Problems with Causal Background Knowledge UAI 2020 Robust causal inference under covariate shift via worst-case subpopulation treatment effects COLT 2020 Robustness to Spurious Correlations via Human Annotations ICML 2020 Robust Recursive Partitioning for Heterogeneous Treatment Effects with Uncertainty Quantification NeurIPS 2020