Asymptotic Properties of High-Dimensional Random Forests

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Asymptotic Properties of High-Dimensional Random Forests

29 April 2020

Patrick Vossler

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Papers citing "Asymptotic Properties of High-Dimensional Random Forests"

17 / 17 papers shown

Title
When do Random Forests work? C. Revelas O. Boldea B. J. M. Werker 84 0 0 17 Apr 2025
Centroid Decision Forest Amjad Ali Zardad Khan Saeed Aldahmani 64 0 0 25 Mar 2025
Statistical Advantages of Oblique Randomized Decision Trees and Forests Eliza O'Reilly 57 2 0 02 Jul 2024
Hidden Variables unseen by Random Forests Ricardo Blum M. Hiabu E. Mammen J. T. Meyer 96 0 0 19 Jun 2024
Even naive trees are consistent Nico Foge Markus Pauly Lena Schmid Marc Ditzhaus 96 0 0 10 Apr 2024
DeepLINK-T: deep learning inference for time series data using knockoffs and LSTM Wenxuan Zuo Zifan Zhu Yuxuan Du Yi-Chun Yeh J. Fuhrman Jinchi Lv Yingying Fan Fengzhu Sun AI4TS BDL 68 1 0 05 Apr 2024
On the Convergence of CART under Sufficient Impurity Decrease Condition Rahul Mazumder Haoyue Wang 95 3 0 26 Oct 2023
Inference with Mondrian Random Forests M. D. Cattaneo Jason M. Klusowski W. Underwood 154 8 0 15 Oct 2023
Consistency of Random Forest Type Algorithms under a Probabilistic Impurity Decrease Condition Ricardo Blum M. Hiabu E. Mammen J. T. Meyer 34 2 0 04 Sep 2023
On regression-adjusted imputation estimators of the average treatment effect Zhexiao Lin Fang Han 59 6 0 11 Dec 2022
Consistency of Oblique Decision Tree and its Boosting and Random Forest Haoran Zhan Yu Liu Yingcun Xia 60 3 0 23 Nov 2022
Ensemble Projection Pursuit for General Nonparametric Regression Haoran Zhan Mingke Zhang Yingcun Xia 107 1 0 26 Oct 2022
Convergence Rates of Oblique Regression Trees for Flexible Function Libraries M. D. Cattaneo Rajita Chandak Jason M. Klusowski 91 12 0 26 Oct 2022
MCCE: Monte Carlo sampling of realistic counterfactual explanations Annabelle Redelmeier Martin Jullum K. Aas Anders Løland BDL 64 11 0 18 Nov 2021
Minimax Rates for High-Dimensional Random Tessellation Forests Eliza O'Reilly N. Tran 88 4 0 22 Sep 2021
Large Scale Prediction with Decision Trees Jason M. Klusowski Peter M. Tian 68 46 0 28 Apr 2021
Optimal Nonparametric Inference with Two-Scale Distributional Nearest Neighbors Emre Demirkaya Yingying Fan Lan Gao Jinchi Lv Patrick Vossler Jingbo Wang 32 5 0 25 Aug 2018