causal inference

Fair Multiple Decision Making Through Soft Interventions NeurIPS 2020 FairyTED: A Fair Rating Predictor for TED Talk Data AAAI 2020 Feature relevance quantification in explainable AI: A causal problem AISTATS 2020 Few-shot Domain Adaptation by Causal Mechanism Transfer ICML 2020 General Control Functions for Causal Effect Estimation from IVs NeurIPS 2020 General Identification of Dynamic Treatment Regimes Under Interference AISTATS 2020 Generalized Optimal Matching Methods for Causal Inference JMLR 2020 General Transportability of Soft Interventions: Completeness Results NeurIPS 2020 General Transportability – Synthesizing Observations and Experiments from Heterogeneous Domains AAAI 2020 Generative causal explanations of black-box classifiers NeurIPS 2020 GLUCOSE: GeneraLized and COntextualized Story Explanations EMNLP 2020 Gradient Regularized V-Learning for Dynamic Treatment Regimes NeurIPS 2020 How Causal Structural Knowledge Adds Decision-Support in Monitoring of Automotive Body Shop Assembly Lines IJCAI 2020 How Robust are the Estimated Effects of Nonpharmaceutical Interventions against COVID-19? NeurIPS 2020 Identification and Estimation of Causal Effects Defined by Shift Interventions UAI 2020 Identifying Causal-Effect Inference Failure with Uncertainty-Aware Models NeurIPS 2020 Identifying Causal Relationships Between Behavior and Local Brain Activity During Natural Conversation Interspeech 2020 IGNITE: A Minimax Game Toward Learning Individual Treatment Effects from Networked Observational Data IJCAI 2020 Interventional Few-Shot Learning NeurIPS 2020 Invariant Causal Prediction for Block MDPs ICML 2020 Ivy: Instrumental Variable Synthesis for Causal Inference AISTATS 2020 LazyIter: A Fast Algorithm for Counting Markov Equivalent DAGs and Designing Experiments ICML 2020 Learning and Sampling of Atomic Interventions from Observations ICML 2020 Learning Causal Effects via Weighted Empirical Risk Minimization NeurIPS 2020 Learning Counterfactual Representations for Estimating Individual Dose-Response Curves AAAI 2020