Adaptive Concentration of Regression Trees, with Application to Random
Forests

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Adaptive Concentration of Regression Trees, with Application to Random Forests

22 March 2015

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Papers citing "Adaptive Concentration of Regression Trees, with Application to Random Forests"

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Title
Greedy Convex Ensemble Thanh Tan Nguyen N. Ye Peter L. Bartlett 48 1 0 09 Oct 2019
Double Reinforcement Learning for Efficient Off-Policy Evaluation in Markov Decision Processes Nathan Kallus Masatoshi Uehara OffRL 128 187 0 22 Aug 2019
AMF: Aggregated Mondrian Forests for Online Learning Jaouad Mourtada Stéphane Gaïffas Erwan Scornet 78 29 0 25 Jun 2019
Local Linear Forests R. Friedberg J. Tibshirani Susan Athey Stefan Wager 157 92 0 30 Jul 2018
Optimization of Tree Ensembles V. Mišić 136 104 0 30 May 2017
Unbiased split variable selection for random survival forests using maximally selected rank statistics Marvin N. Wright Theresa Dankowski A. Ziegler 117 130 0 11 May 2016
Estimation and Inference of Heterogeneous Treatment Effects using Random Forests Stefan Wager Susan Athey SyDa CML 414 2,506 0 14 Oct 2015
On the use of Harrell's C for clinical risk prediction via random survival forests M. Schmid Marvin N. Wright A. Ziegler 105 100 0 11 Jul 2015
Explaining the Success of AdaBoost and Random Forests as Interpolating Classifiers A. Wyner Matthew A. Olson J. Bleich David Mease 139 269 0 28 Apr 2015
Recursive Partitioning for Heterogeneous Causal Effects Susan Athey Guido Imbens CML 332 1,442 0 05 Apr 2015
Asymptotic Theory for Random Forests Stefan Wager 130 64 0 02 May 2014