causal inference

Vision-and-Language Navigation via Causal Learning CVPR 2024 Wasserstein Distributionally Robust Optimization through the Lens of Structural Causal Models and Individual Fairness NeurIPS 2024 What Hides behind Unfairness? Exploring Dynamics Fairness in Reinforcement Learning IJCAI 2024 What Would Happen Next? Predicting Consequences from An Event Causality Graph EMNLP 2024 When Causal Inference Meets Graph Machine Learning AAAI 2024 When to Act and When to Ask: Policy Learning With Deferral Under Hidden Confounding NeurIPS 2024 Where and How to Attack? A Causality-Inspired Recipe for Generating Counterfactual Adversarial Examples AAAI 2024 Who’s Gaming the System? A Causally-Motivated Approach for Detecting Strategic Adaptation NeurIPS 2024 Why Not Use Your Textbook? Knowledge-Enhanced Procedure Planning of Instructional Videos CVPR 2024 A Causal Framework for Decomposing Spurious Variations NeurIPS 2023 A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models ACL 2023 A Causal View of Entity Bias in (Large) Language Models EMNLP 2023 Active Learning based Structural Inference ICML 2023 Adapting to Latent Subgroup Shifts via Concepts and Proxies AISTATS 2023 Adaptive Principal Component Regression with Applications to Panel Data NeurIPS 2023 Additive Causal Bandits with Unknown Graph ICML 2023 Adjustment and Alignment for Unbiased Open Set Domain Adaptation CVPR 2023 Adversarial De-confounding in Individualised Treatment Effects Estimation AISTATS 2023 Always the Best Fit: Adaptive Domain Gap Filling from Causal Perspective for Few-Shot Relation Extraction EMNLP 2023 A Measure-Theoretic Axiomatisation of Causality NeurIPS 2023 A Meta-Reinforcement Learning Algorithm for Causal Discovery CLeaR 2023 A Multi-Task Gaussian Process Model for Inferring Time-Varying Treatment Effects in Panel Data AISTATS 2023 An Actor-Centric Causality Graph for Asynchronous Temporal Inference in Group Activity CVPR 2023 An Algorithm and Complexity Results for Causal Unit Selection CLeaR 2023 Anchor Data Augmentation NeurIPS 2023