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Emilio Carrizosa

A Unified Approach to Extract Intepretable Rules from Tree Ensembles via Integer Programming

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Jun 30, 2024
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Variable selection for Naïve Bayes classification

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Jan 31, 2024
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A cost-sensitive constrained Lasso

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Jan 31, 2024
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Cost-sensitive Feature Selection for Support Vector Machines

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Jan 15, 2024
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On support vector machines under a multiple-cost scenario

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Dec 22, 2023
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Generating collective counterfactual explanations in score-based classification via mathematical optimization

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Oct 19, 2023
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Cost-sensitive probabilistic predictions for support vector machines

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Oct 09, 2023
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On Clustering Categories of Categorical Predictors in Generalized Linear Models

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Oct 19, 2021
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Optimal randomized classification trees

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Oct 19, 2021
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Sparsity in Optimal Randomized Classification Trees

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Feb 21, 2020
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