confounding bia

PITE: Multi-Prototype Alignment for Individual Treatment Effect Estimation AAAI 2026 Causal Effect Estimation with Mixed Latent Confounders and Post-treatment Variables ICLR 2025 Causal Eligibility Traces for Confounding Robust Off-Policy Evaluation UAI 2025 Effective and Efficient Time-Varying Counterfactual Prediction with State-Space Models ICLR 2025 Enhancing Counterfactual Estimation: A Focus on Temporal Treatments IJCAI 2025 Interaction-Data-guided Conditional Instrumental Variables for Debiasing Recommender Systems IJCAI 2025 Rating AI Models for Robustness Through a Causal Lens IJCAI 2025 Reducing Confounding Bias without Data Splitting for Causal Inference via Optimal Transport ICML 2025 Bounds on Representation-Induced Confounding Bias for Treatment Effect Estimation ICLR 2024 Causal Imitation for Markov Decision Processes: a Partial Identification Approach NeurIPS 2024 Exploiting Geometry for Treatment Effect Estimation via Optimal Transport AAAI 2024 Proportion-based Sensitivity Analysis of Uncontrolled Confounding Bias in Causal Inference IJCAI 2024 Proximal Causal Inference With Text Data NeurIPS 2024 Reducing Balancing Error for Causal Inference via Optimal Transport ICML 2024 Revealing Confounding Biases: A Novel Benchmarking Approach for Aggregate-Level Performance Metrics in Health Assessments Interspeech 2024 Robustly Improving Bandit Algorithms with Confounded and Selection Biased Offline Data: A Causal Approach AAAI 2024 Causal inference with outcome-dependent missingness and self-censoring UAI 2023 Sequential Underspecified Instrument Selection for Cause-Effect Estimation ICML 2023 Deconfounded Visual Grounding AAAI 2022 Incorporating Causal Analysis into Diversified and Logical Response Generation COLING 2022 Causal Intervention for Weakly-Supervised Semantic Segmentation NeurIPS 2020 Counterfactual Prediction for Bundle Treatment NeurIPS 2020 IGNITE: A Minimax Game Toward Learning Individual Treatment Effects from Networked Observational Data IJCAI 2020 The Medical Deconfounder: Assessing Treatment Effects with Electronic Health Records MLHC 2019