{"total":18,"rows":[{"id":"2102.12258","title":"Classification with abstention but without disparities","created":"2021-02-24","cited_by_count":28,"area":null},{"id":"2104.13881","title":"Large Scale Prediction with Decision Trees","created":"2021-04-28","cited_by_count":28,"area":null},{"id":"2111.03135","title":"Scaffolding Sets","created":"2021-11-04","cited_by_count":8,"area":null},{"id":"2310.09702","title":"Inference with Mondrian Random Forests","created":"2023-10-15","cited_by_count":6,"area":null},{"id":"2402.03819","title":"Do we need rebalancing strategies? A theoretical and empirical study around SMOTE and its variants","created":"2024-02-06","cited_by_count":5,"area":null},{"id":"2109.10541","title":"Minimax Rates for High-Dimensional Random Tessellation Forests","created":"2021-09-22","cited_by_count":4,"area":null},{"id":"2505.21441","title":"Autoencoding Random Forests","created":"2025-05-27","cited_by_count":3,"area":null},{"id":"2407.02458","title":"Statistical Advantages of Oblique Randomized Decision Trees and Forests","created":"2024-07-02","cited_by_count":1,"area":null},{"id":"2407.09964","title":"TrIM: Transformed Iterative Mondrian Forests for Gradient-based Dimension Reduction and High-Dimensional Regression","created":"2024-07-13","cited_by_count":1,"area":null},{"id":"2410.03363","title":"Minimax-optimal and Locally-adaptive Online Nonparametric Regression","created":"2024-10-04","cited_by_count":1,"area":null},{"id":"2105.07610","title":"Cross-Cluster Weighted Forests","created":"2021-05-17","cited_by_count":0,"area":null},{"id":"2109.08010","title":"WildWood: a new Random Forest algorithm","created":"2021-09-16","cited_by_count":0,"area":null},{"id":"2112.02589","title":"Local Adaptivity of Gradient Boosting in Histogram Transform Ensemble Learning","created":"2021-12-05","cited_by_count":0,"area":null},{"id":"2403.06015","title":"Grafting: Making Random Forests Consistent","created":"2024-03-09","cited_by_count":0,"area":null},{"id":"2412.20173","title":"Debiased Nonparametric Regression for Statistical Inference and Distributionally Robustness","created":"2024-12-28","cited_by_count":0,"area":null},{"id":"2503.19306","title":"Centroid Decision Forest","created":"2025-03-25","cited_by_count":0,"area":null},{"id":"2605.11841","title":"Minimax Rates and Spectral Distillation for Tree Ensembles","created":"2026-05-12","cited_by_count":0,"area":null},{"id":"2606.18853","title":"Kernel of Partition Paths: A Unified Representation for Tree Ensembles","created":"2026-06-17","cited_by_count":0,"area":null}],"next_cursor":null}