Consistency of Random Survival Forests

18 November 2008

Papers citing "Consistency of Random Survival Forests"

32 / 32 papers shown

Title
Bootstrap Sampling Rate Greater than 1.0 May Improve Random Forest Performance Stanisław Kaźmierczak Jacek Mańdziuk 36 0 0 05 Oct 2024
The Role of Depth, Width, and Tree Size in Expressiveness of Deep Forest Shen-Huan Lyu Jin-Hui Wu Qin-Cheng Zheng Baoliu Ye 95 0 0 06 Jul 2024
Consistency of Oblique Decision Tree and its Boosting and Random Forest Haoran Zhan Yu Liu Yingcun Xia 57 3 0 23 Nov 2022
Reverse Survival Model (RSM): A Pipeline for Explaining Predictions of Deep Survival Models Mohammadreza Rezaei Reza Saadati Fard Ebrahim Pourjafari Navid Ziaei Amir Sameizadeh M. Shafiee M. Alavinia M. Abolghasemian Nick Sajadi 72 1 0 27 Oct 2022
Accelerated and interpretable oblique random survival forests Byron C. Jaeger Sawyer Welden K. Lenoir J. Speiser M. Segar A. Pandey N. Pajewski 54 18 0 01 Aug 2022
Boost-R: Gradient Boosted Trees for Recurrence Data Xiao Liu Rong Pan 21 6 0 03 Jul 2021
On the Consistency of a Random Forest Algorithm in the Presence of Missing Entries Irving Gómez-Méndez Émilien Joly 73 2 0 10 Nov 2020
Smoothing and adaptation of shifted Pólya Tree ensembles Thibault Randrianarisoa 52 3 0 23 Oct 2020
Asymptotic Properties of High-Dimensional Random Forests Chien-Ming Chi Patrick Vossler Yingying Fan Jinchi Lv 48 35 0 29 Apr 2020
An evaluation of machine learning techniques to predict the outcome of children treated for Hodgkin-Lymphoma on the AHOD0031 trial: A report from the Children's Oncology Group Cédric Beaulac Jeffrey S. Rosenthal Q. Pei D. Friedman S. Wolden D. Hodgson 20 9 0 15 Jan 2020
Models under which random forests perform badly; consequences for applications J. A. Ferreira 35 4 0 02 Oct 2019
Asymptotic Distributions and Rates of Convergence for Random Forests via Generalized U-statistics Weiguang Peng T. Coleman L. Mentch 95 41 0 25 May 2019
Hoeffding-Type and Bernstein-Type Inequalities for Right Censored Data Y. Goldberg 35 1 0 05 Mar 2019
Comparison-Based Random Forests Siavash Haghiri Damien Garreau U. V. Luxburg 116 25 0 18 Jun 2018
Balanced Random Survival Forests for Extremely Unbalanced, Right Censored Data K. Afrin Gurudev Illangovan S. Srivatsa Satish Bukkapatnam 11 11 0 24 Mar 2018
Tree based weighted learning for estimating individualized treatment rules with censored data Yifan Cui Ruoqing Zhu Michael R. Kosorok CML 65 47 0 30 Jul 2017
Consistency of survival tree and forest models: splitting bias and correction Yifan Cui Ruoqing Zhu Mai Zhou Michael R. Kosorok 44 28 0 30 Jul 2017
ggRandomForests: Exploring Random Forest Survival John Ehrlinger 40 34 0 28 Dec 2016
Arbres CART et Forêts aléatoires, Importance et sélection de variables Robin Genuer Jean-Michel Poggi 153 10 0 26 Oct 2016
Generalized Random Forests Susan Athey J. Tibshirani Stefan Wager 369 1,375 0 05 Oct 2016
Personalized Prognostic Models for Oncology: A Machine Learning Approach D. Dooling Angela Kim B. McAneny J. Webster 59 3 0 22 Jun 2016
Impact of subsampling and pruning on random forests Roxane Duroux Erwan Scornet 64 13 0 14 Mar 2016
A Random Forest Guided Tour Gérard Biau Erwan Scornet AI4TS 259 2,866 0 18 Nov 2015
Banzhaf Random Forests Jianyuan Sun G. Zhong Junyu Dong Yajuan Cai 40 2 0 22 Jul 2015
Random forests and kernel methods Erwan Scornet 215 229 0 12 Feb 2015
Differentially- and non-differentially-private random decision trees Mariusz Bojarski A. Choromańska K. Choromanski Yann LeCun 92 31 0 26 Oct 2014
On the asymptotics of random forests Erwan Scornet 76 89 0 07 Sep 2014
Understanding Random Forests: From Theory to Practice Gilles Louppe 136 749 0 28 Jul 2014
Consistency of random forests Erwan Scornet Gérard Biau Jean-Philippe Vert 204 520 0 12 May 2014
Narrowing the Gap: Random Forests In Theory and In Practice Misha Denil David Matheson Nando de Freitas 203 230 0 04 Oct 2013
Consistency of Online Random Forests Misha Denil David Matheson Nando de Freitas 86 89 0 20 Feb 2013
Support Vector Regression for Right Censored Data Y. Goldberg Michael R. Kosorok 133 28 0 23 Feb 2012