causal inference

Adaptive A/B Test on Networks with Cluster Structures AISTATS 2022 Adaptively Exploiting d-Separators with Causal Bandits NeurIPS 2022 Adversarial Robustness Through the Lens of Causality ICLR 2022 A Minimax Learning Approach to Off-Policy Evaluation in Confounded Partially Observable Markov Decision Processes ICML 2022 An Adaptive Logical Rule Embedding Model for Inductive Reasoning over Temporal Knowledge Graphs EMNLP 2022 Ancestral Instrument Method for Causal Inference without Complete Knowledge IJCAI 2022 A Neural-Symbolic Approach to Natural Language Understanding EMNLP 2022 Anticipating Performativity by Predicting from Predictions NeurIPS 2022 Are All Spurious Features in Natural Language Alike? An Analysis through a Causal Lens EMNLP 2022 A robustness test for estimating total effects with covariate adjustment UAI 2022 Asymmetry Learning for Counterfactually-invariant Classification in OOD Tasks ICLR 2022 A Tree-based Model Averaging Approach for Personalized Treatment Effect Estimation from Heterogeneous Data Sources ICML 2022 Bayesian Inference and Partial Identification in Multi-Treatment Causal Inference with Unobserved Confounding AISTATS 2022 Benchmarking Heterogeneous Treatment Effect Models through the Lens of Interpretability NeurIPS 2022 Bivariate Causal Discovery for Categorical Data via Classification with Optimal Label Permutation NeurIPS 2022 Bounds on Causal Effects and Application to High Dimensional Data AAAI 2022 Calibration Error for Heterogeneous Treatment Effects AISTATS 2022 CaM-Gen: Causally Aware Metric-Guided Text Generation ACL 2022 CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation EMNLP 2022 [CASPI] Causal-aware Safe Policy Improvement for Task-oriented Dialogue ACL 2022 CauAIN: Causal Aware Interaction Network for Emotion Recognition in Conversations IJCAI 2022 Causal Classification: Treatment Effect Estimation vs. Outcome Prediction JMLR 2022 Causal Conceptions of Fairness and their Consequences ICML 2022 Causal Contextual Bandits with Targeted Interventions ICLR 2022 Causal Discovery and Reinforcement Learning: A Synergistic Integration PGM 2022