Causal Inference

Exogenous Matching: Learning Good Proposals for Tractable Counterfactual Estimation NeurIPS 2024 Expediting Reinforcement Learning by Incorporating Knowledge About Temporal Causality in the Environment CLeaR 2024 Explanation Extraction from Hierarchical Classification Frameworks for Long Legal Documents NAACL 2024 Explicit Inductive Inference using Large Language Models EMNLP 2024 Exploiting Causal Graph Priors with Posterior Sampling for Reinforcement Learning ICLR 2024 Exploiting Geometry for Treatment Effect Estimation via Optimal Transport AAAI 2024 Exploiting Representation Curvature for Boundary Detection in Time Series NeurIPS 2024 Exploring Defeasibility in Causal Reasoning ACL 2024 Exploring the Jungle of Bias: Political Bias Attribution in Language Models via Dependency Analysis EMNLP 2024 Externally Valid Policy Evaluation from Randomized Trials Using Additional Observational Data NeurIPS 2024 Extracting the Multiscale Causal Backbone of Brain Dynamics CLeaR 2024 Extremely Greedy Equivalence Search UAI 2024 Face Presentation Attack Detection by Excavating Causal Clues and Adapting Embedding Statistics WACV 2024 Fact Checking Beyond Training Set NAACL 2024 Fact-Driven Logical Reasoning for Machine Reading Comprehension AAAI 2024 FADES: Fair Disentanglement with Sensitive Relevance CVPR 2024 FairReFuse: Referee-Guided Fusion for Multi-Modal Causal Fairness in Depression Detection IJCAI 2024 Faithful graphical representations of local independence AISTATS 2024 Fast Proxy Experiment Design for Causal Effect Identification NeurIPS 2024 FedCSL: A Scalable and Accurate Approach to Federated Causal Structure Learning AAAI 2024 Federated Causality Learning with Explainable Adaptive Optimization AAAI 2024 Filter, Rank, and Prune: Learning Linear Cyclic Gaussian Graphical Models AISTATS 2024 Finding Alignments Between Interpretable Causal Variables and Distributed Neural Representations CLeaR 2024 Finding the Causality of an Event in News Articles COLING 2024 Fine-Grained Causal Dynamics Learning with Quantization for Improving Robustness in Reinforcement Learning ICML 2024