{"total":15,"rows":[{"id":"2102.08208","title":"Conditional Distributional Treatment Effect with Kernel Conditional Mean Embeddings and U-Statistic Regression","created":"2021-02-16","cited_by_count":40,"area":null},{"id":"2209.06203","title":"Normalizing Flows for Interventional Density Estimation","created":"2022-09-13","cited_by_count":21,"area":null},{"id":"2305.15742","title":"Counterfactual Generative Models for Time-Varying Treatments","created":"2023-05-25","cited_by_count":17,"area":null},{"id":"2304.13237","title":"An Efficient Doubly-Robust Test for the Kernel Treatment Effect","created":"2023-04-26","cited_by_count":10,"area":null},{"id":"2411.03387","title":"Quantifying Aleatoric Uncertainty of the Treatment Effect: A Novel Orthogonal Learner","created":"2024-11-05","cited_by_count":10,"area":null},{"id":"2306.03625","title":"Fair and Robust Estimation of Heterogeneous Treatment Effects for Policy Learning","created":"2023-06-06","cited_by_count":6,"area":null},{"id":"2311.00927","title":"Scalable Counterfactual Distribution Estimation in Multivariate Causal Models","created":"2023-11-02","cited_by_count":6,"area":null},{"id":"2411.01250","title":"Hierarchical and Density-based Causal Clustering","created":"2024-11-02","cited_by_count":6,"area":null},{"id":"2508.13355","title":"Counterfactual Probabilistic Diffusion with Expert Models","created":"2025-08-18","cited_by_count":4,"area":null},{"id":"2505.04971","title":"Moments of Causal Effects","created":"2025-05-08","cited_by_count":3,"area":null},{"id":"2410.13381","title":"Learning Counterfactual Distributions via Kernel Nearest Neighbors","created":"2024-10-17","cited_by_count":2,"area":null},{"id":"2509.22953","title":"GDR-learners: Orthogonal Learning of Generative Models for Potential Outcomes","created":"2025-09-26","cited_by_count":1,"area":null},{"id":"2211.01591","title":"A Bayesian Semiparametric Method For Estimating Causal Quantile Effects","created":"2022-11-03","cited_by_count":0,"area":null},{"id":"2605.01765","title":"Distributional Causal Mediation via Conditional Generative Modeling","created":"2026-05-03","cited_by_count":0,"area":null},{"id":"2605.25811","title":"Geometry Adaptive Counterfactual Distribution Learning with Diffusion-Guided Smoothing","created":"2026-05-25","cited_by_count":0,"area":null}],"next_cursor":null}