Transformation Forests

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Transformation Forests

9 January 2017

Torsten Hothorn

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Papers citing "Transformation Forests"

15 / 15 papers shown

Title
BoXHED2.0: Scalable boosting of dynamic survival analysis Arash Pakbin Xiaochen Wang B. Mortazavi Donald K. K. Lee 49 4 0 23 Mar 2021
Deep and interpretable regression models for ordinal outcomes Lucas Kook L. Herzog Torsten Hothorn Oliver Durr Beate Sick 59 15 0 16 Oct 2020
Deep Conditional Transformation Models Philipp F. M. Baumann Torsten Hothorn David Rügamer 46 29 0 15 Oct 2020
Nonparametric Conditional Density Estimation In A Deep Learning Framework For Short-Term Forecasting D. Huberman Brian J. Reich H. Bondell 26 6 0 17 Aug 2020
Wasserstein Random Forests and Applications in Heterogeneous Treatment Effects Qiming Du Gérard Biau Franccois Petit R. Porcher CML BDL 52 6 0 08 Jun 2020
Model-agnostic Feature Importance and Effects with Dependent Features -- A Conditional Subgroup Approach Christoph Molnar Gunnar Konig B. Bischl Giuseppe Casalicchio 81 84 0 08 Jun 2020
Multi-Objective Counterfactual Explanations Susanne Dandl Christoph Molnar Martin Binder B. Bischl 68 260 0 23 Apr 2020
CatBoostLSS -- An extension of CatBoost to probabilistic forecasting Alexander März AI4TS 48 10 0 04 Jan 2020
XGBoostLSS -- An extension of XGBoost to probabilistic forecasting Alexander März AI4TS 31 24 0 06 Jul 2019
(f)RFCDE: Random Forests for Conditional Density Estimation and Functional Data T. Pospisil Ann B. Lee 130 11 0 17 Jun 2019
Survival Forests under Test: Impact of the Proportional Hazards Assumption on Prognostic and Predictive Forests for ALS Survival N. Korepanova H. Seibold Verena Steffen Torsten Hothorn 43 14 0 05 Feb 2019
RFCDE: Random Forests for Conditional Density Estimation T. Pospisil Ann B. Lee 148 28 0 16 Apr 2018
Maximum Margin Interval Trees Alexandre Drouin T. Hocking François Laviolette OOD 31 16 0 11 Oct 2017
Top-down Transformation Choice Torsten Hothorn 53 16 0 26 Jun 2017
Boosted nonparametric hazards with time-dependent covariates Donald K. K. Lee Ningyuan Chen H. Ishwaran 37 18 0 27 Jan 2017