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Torsten Hothorn

Model-based causal feature selection for general response types

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Sep 22, 2023
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Deep conditional transformation models for survival analysis

Oct 20, 2022
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Heterogeneous Treatment Effect Estimation for Observational Data using Model-based Forests

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Oct 06, 2022
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What Makes Forest-Based Heterogeneous Treatment Effect Estimators Work?

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Jun 21, 2022
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Deep interpretable ensembles

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May 25, 2022
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Transforming Autoregression: Interpretable and Expressive Time Series Forecast

Oct 15, 2021
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Ordinal Neural Network Transformation Models: Deep and interpretable regression models for ordinal outcomes

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Oct 26, 2020
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Deep Conditional Transformation Models

Oct 15, 2020
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Deep transformation models: Tackling complex regression problems with neural network based transformation models

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Apr 01, 2020
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Survival Forests under Test: Impact of the Proportional Hazards Assumption on Prognostic and Predictive Forests for ALS Survival

Feb 05, 2019
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