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Xing Yan

Invariant Random Forest: Tree-Based Model Solution for OOD Generalization

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Dec 20, 2023
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The Causal Impact of Credit Lines on Spending Distributions

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Dec 16, 2023
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Improving Uncertainty Quantification of Variance Networks by Tree-Structured Learning

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Dec 24, 2022
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Ensemble Multi-Quantile: Adaptively Flexible Distribution Prediction for Uncertainty Quantification

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Nov 26, 2022
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Decorr: Environment Partitioning for Invariant Learning and OOD Generalization

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Nov 18, 2022
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Robust Causal Learning for the Estimation of Average Treatment Effects

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Sep 05, 2022
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Higher-Order Orthogonal Causal Learning for Treatment Effect

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Mar 22, 2021
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The Causal Learning of Retail Delinquency

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Dec 17, 2020
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Generative Learning of Heterogeneous Tail Dependence

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Nov 26, 2020
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Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning

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Oct 16, 2020
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