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Linwei Hu

Cross Spline Net and a Unified World

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Oct 24, 2024
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Computing SHAP Efficiently Using Model Structure Information

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Sep 05, 2023
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Monotone Tree-Based GAMI Models by Adapting XGBoost

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Sep 05, 2023
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Interpretable Machine Learning based on Functional ANOVA Framework: Algorithms and Comparisons

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May 25, 2023
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Using Model-Based Trees with Boosting to Fit Low-Order Functional ANOVA Models

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Jul 14, 2022
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Shapley Computations Using Surrogate Model-Based Trees

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Jul 11, 2022
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Performance and Interpretability Comparisons of Supervised Machine Learning Algorithms: An Empirical Study

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May 05, 2022
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Explaining Adverse Actions in Credit Decisions Using Shapley Decomposition

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Apr 26, 2022
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Surrogate Locally-Interpretable Models with Supervised Machine Learning Algorithms

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Jul 28, 2020
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Supervised Machine Learning Techniques: An Overview with Applications to Banking

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Jul 28, 2020
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