causal inference

Debiasing Event Understanding for Visual Commonsense Tasks ACL 2022 Debiasing Graph Neural Networks via Learning Disentangled Causal Substructure NeurIPS 2022 Debiasing NLU Models via Causal Intervention and Counterfactual Reasoning AAAI 2022 Deconfounded Value Decomposition for Multi-Agent Reinforcement Learning ICML 2022 Deconfounded Visual Grounding AAAI 2022 Deconfounding Legal Judgment Prediction for European Court of Human Rights Cases Towards Better Alignment with Experts EMNLP 2022 Deconfounding Physical Dynamics with Global Causal Relation and Confounder Transmission for Counterfactual Prediction AAAI 2022 Deep Causal Metric Learning ICML 2022 Deep Counterfactual Estimation with Categorical Background Variables NeurIPS 2022 Deep Learning Methods for Proximal Inference via Maximum Moment Restriction NeurIPS 2022 DeepMed: Semiparametric Causal Mediation Analysis with Debiased Deep Learning NeurIPS 2022 Diagnosing failures of fairness transfer across distribution shift in real-world medical settings NeurIPS 2022 Direct Advantage Estimation NeurIPS 2022 Discovering Invariant Rationales for Graph Neural Networks ICLR 2022 Disentangling Causal Effects from Sets of Interventions in the Presence of Unobserved Confounders NeurIPS 2022 Disentangling Whether from When in a Neural Mixture Cure Model for Failure Time Data AISTATS 2022 Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition EMNLP 2022 Document-Level Event Argument Extraction by Leveraging Redundant Information and Closed Boundary Loss NAACL 2022 Do Learned Representations Respect Causal Relationships? CVPR 2022 DoubleML - An Object-Oriented Implementation of Double Machine Learning in Python JMLR 2022 Doubly Robust Counterfactual Classification NeurIPS 2022 Efficient Reinforcement Learning with Prior Causal Knowledge CLeaR 2022 EI-CLIP: Entity-Aware Interventional Contrastive Learning for E-Commerce Cross-Modal Retrieval CVPR 2022 Empirical Gateaux Derivatives for Causal Inference NeurIPS 2022 Environment Diversification with Multi-head Neural Network for Invariant Learning NeurIPS 2022