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Nicolai Meinshausen

Distributional Principal Autoencoders

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Apr 21, 2024
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Engression: Extrapolation for Nonlinear Regression?

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Jul 03, 2023
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Confidence and Uncertainty Assessment for Distributional Random Forests

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Feb 11, 2023
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Robust detection and attribution of climate change under interventions

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Dec 09, 2022
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Scalable Sensitivity and Uncertainty Analysis for Causal-Effect Estimates of Continuous-Valued Interventions

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Apr 26, 2022
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fairadapt: Causal Reasoning for Fair Data Pre-processing

Oct 19, 2021
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Predicting sepsis in multi-site, multi-national intensive care cohorts using deep learning

Jul 12, 2021
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Distributional Random Forests: Heterogeneity Adjustment and Multivariate Distributional Regression

May 29, 2020
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Fair Data Adaptation with Quantile Preservation

Nov 15, 2019
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The xyz algorithm for fast interaction search in high-dimensional data

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Sep 17, 2018
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