conftrace_

counterfactual distribution

11 papers

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Co-occurring keywords · papers mentioning both

causal inference (4) potential outcome (2) causal generalization (1) conditional denoising diffusion (1) conditional denoising (1) causal hierarchy (1) causal reinforcement learning (1) weight imbalance (1) mixture identifiability (1) counterfactual realizability (1)

Papers

Counterfactual Realizability ICLR 2025 Synthetic Potential Outcomes and Causal Mixture Identifiability AISTATS 2025 Counterfactual Density Estimation using Kernel Stein Discrepancies ICLR 2024 DiffPO: A causal diffusion model for learning distributions of potential outcomes NeurIPS 2024 Scalable Counterfactual Distribution Estimation in Multivariate Causal Models CLeaR 2024 Triple Changes Estimator for Targeted Policies ICML 2024 Time-uniform confidence bands for the CDF under nonstationarity NeurIPS 2023 Counterfactual Transportability: A Formal Approach ICML 2022 Counterfactual Mean Embeddings JMLR 2021 Balanced Off-Policy Evaluation in General Action Spaces AISTATS 2020 Repairing without Retraining: Avoiding Disparate Impact with Counterfactual Distributions ICML 2019