{"total":29,"rows":[{"id":"2110.03031","title":"RieszNet and ForestRiesz: Automatic Debiased Machine Learning with Neural Nets and Random Forests","created":"2021-10-06","cited_by_count":42,"area":null},{"id":"2202.09667","title":"Doubly Robust Distributionally Robust Off-Policy Evaluation and Learning","created":"2022-02-19","cited_by_count":34,"area":null},{"id":"2205.11486","title":"Robust and Agnostic Learning of Conditional Distributional Treatment Effects","created":"2022-05-23","cited_by_count":18,"area":null},{"id":"2103.09603","title":"DoubleML -- An Object-Oriented Implementation of Double Machine Learning in R","created":"2021-03-17","cited_by_count":13,"area":null},{"id":"2206.01825","title":"Debiased Machine Learning without Sample-Splitting for Stable Estimators","created":"2022-06-03","cited_by_count":13,"area":null},{"id":"2307.08232","title":"Learning for Counterfactual Fairness from Observational Data","created":"2023-07-17","cited_by_count":13,"area":null},{"id":"2201.05893","title":"Treatment Effect Risk: Bounds and Inference","created":"2022-01-15","cited_by_count":12,"area":null},{"id":"2110.13113","title":"Communication-Constrained Distributed Quantile Regression with Optimal Statistical Guarantees","created":"2021-10-25","cited_by_count":8,"area":null},{"id":"2506.05945","title":"On Efficient Estimation of Distributional Treatment Effects under Covariate-Adaptive Randomization","created":"2025-06-06","cited_by_count":6,"area":null},{"id":"2301.05491","title":"Efficient and robust transfer learning of optimal individualized treatment regimes with right-censored survival data","created":"2023-01-13","cited_by_count":5,"area":null},{"id":"2407.16037","title":"Estimating Distributional Treatment Effects in Randomized Experiments: Machine Learning for Variance Reduction","created":"2024-07-22","cited_by_count":5,"area":null},{"id":"2201.12692","title":"Meta-Learners for Estimation of Causal Effects: Finite Sample Cross-Fit Performance","created":"2022-01-30","cited_by_count":4,"area":null},{"id":"2202.10574","title":"A Multi-Agent Reinforcement Learning Framework for Off-Policy Evaluation in Two-sided Markets","created":"2022-02-21","cited_by_count":4,"area":null},{"id":"2112.01574","title":"Dimension-Free Average Treatment Effect Inference with Deep Neural Networks","created":"2021-12-02","cited_by_count":3,"area":null},{"id":"2303.04416","title":"Inference on Optimal Dynamic Policies via Softmax Approximation","created":"2023-03-08","cited_by_count":3,"area":null},{"id":"2307.01049","title":"Doubly Robust Estimation of Direct and Indirect Quantile Treatment Effects with Machine Learning","created":"2023-07-03","cited_by_count":3,"area":null},{"id":"2404.00099","title":"Efficient and Sharp Off-Policy Evaluation in Robust Markov Decision Processes","created":"2024-03-29","cited_by_count":3,"area":null},{"id":"2404.08839","title":"Multiply-Robust Causal Change Attribution","created":"2024-04-12","cited_by_count":3,"area":null},{"id":"2503.05024","title":"Kernel-based estimators for functional causal effects","created":"2025-03-06","cited_by_count":3,"area":null},{"id":"2509.15594","title":"Beyond the Average: Distributional Causal Inference under Imperfect Compliance","created":"2025-09-19","cited_by_count":2,"area":null},{"id":"2301.09397","title":"ddml: Double/debiased machine learning in Stata","created":"2023-01-23","cited_by_count":1,"area":null},{"id":"2311.00923","title":"A Review and Roadmap of Deep Causal Model from Different Causal Structures and Representations","created":"2023-11-02","cited_by_count":1,"area":null},{"id":"2507.07738","title":"Efficient and Scalable Estimation of Distributional Treatment Effects with Multi-Task Neural Networks","created":"2025-07-10","cited_by_count":1,"area":null},{"id":"2106.05536","title":"An Interpretable Neural Network for Parameter Inference","created":"2021-06-10","cited_by_count":0,"area":null},{"id":"2301.05703","title":"Stable Probability Weighting: Large-Sample and Finite-Sample Estimation and Inference Methods for Heterogeneous Causal Effects of Multivalued Treatments Under Limited Overlap","created":"2023-01-13","cited_by_count":0,"area":null},{"id":"2306.11908","title":"Generalized Random Forests using Fixed-Point Trees","created":"2023-06-20","cited_by_count":0,"area":null},{"id":"2411.14665","title":"Double Machine Learning for Adaptive Causal Representation in High-Dimensional Data","created":"2024-11-22","cited_by_count":0,"area":null},{"id":"2503.00557","title":"Heatwave increases nighttime light intensity in hyperdense cities of the Global South: A double machine learning study","created":"2025-03-01","cited_by_count":0,"area":null},{"id":"2601.19666","title":"Direct Doubly Robust Estimation of Conditional Quantile Contrasts","created":"2026-01-27","cited_by_count":0,"area":null}],"next_cursor":null}