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Andrés Gómez

Robust support vector machines via conic optimization

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Feb 02, 2024
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Density Matrix Emulation of Quantum Recurrent Neural Networks for Multivariate Time Series Prediction

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Oct 31, 2023
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Learning Optimal Classification Trees Robust to Distribution Shifts

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Oct 26, 2023
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ODTlearn: A Package for Learning Optimal Decision Trees for Prediction and Prescription

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Jul 28, 2023
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Outlier detection in regression: conic quadratic formulations

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Jul 12, 2023
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Gain Confidence, Reduce Disappointment: A New Approach to Cross-Validation for Sparse Regression

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Jun 26, 2023
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Learning Optimal Fair Classification Trees

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Jan 24, 2022
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On the convex hull of convex quadratic optimization problems with indicators

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Jan 02, 2022
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Learning Optimal Prescriptive Trees from Observational Data

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Aug 31, 2021
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Dynamic and Static Object Detection Considering Fusion Regions and Point-wise Features

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Jul 27, 2021
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