causal inference

Exploiting Discovered Regression Discontinuities to Debias Conditioned-on-observable Estimators JMLR 2023 Factual Observation Based Heterogeneity Learning for Counterfactual Prediction CLeaR 2023 Fair and Robust Estimation of Heterogeneous Treatment Effects for Policy Learning ICML 2023 Falsification of Internal and External Validity in Observational Studies via Conditional Moment Restrictions AISTATS 2023 FAST: a Fused and Accurate Shrinkage Tree for Heterogeneous Treatment Effects Estimation NeurIPS 2023 Fault Injection Based Interventional Causal Learning for Distributed Applications AAAI 2023 Flexible and Efficient Contextual Bandits with Heterogeneous Treatment Effect Oracles AISTATS 2023 Front-door Adjustment Beyond Markov Equivalence with Limited Graph Knowledge NeurIPS 2023 GAIN: On the Generalization of Instructional Action Understanding ICLR 2023 GaitGCI: Generative Counterfactual Intervention for Gait Recognition CVPR 2023 GEASS: Neural causal feature selection for high-dimensional biological data ICLR 2023 Generalizing Clinical Trials with Convex Hulls CLeaR 2023 Generator Identification for Linear SDEs with Additive and Multiplicative Noise NeurIPS 2023 Good Is Bad: Causality Inspired Cloth-Debiasing for Cloth-Changing Person Re-Identification CVPR 2023 High Fidelity Image Counterfactuals with Probabilistic Causal Models ICML 2023 Honesty Is the Best Policy: Defining and Mitigating AI Deception NeurIPS 2023 How to Enhance Causal Discrimination of Utterances: A Case on Affective Reasoning EMNLP 2023 IDEA: An Invariant Perspective for Efficient Domain Adaptive Image Retrieval NeurIPS 2023 Identifiability Guarantees for Causal Disentanglement from Soft Interventions NeurIPS 2023 Identification and Estimation of the Probabilities of Potential Outcome Types Using Covariate Information in Studies with Non-compliance AAAI 2023 Identifying Selection Bias from Observational Data AAAI 2023 Image-based Treatment Effect Heterogeneity CLeaR 2023 Improved Policy Evaluation for Randomized Trials of Algorithmic Resource Allocation ICML 2023 Improvement-Focused Causal Recourse (ICR) AAAI 2023 Inducing Character-level Structure in Subword-based Language Models with Type-level Interchange Intervention Training ACL 2023