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Gonzalo Muñoz

Tightening convex relaxations of trained neural networks: a unified approach for convex and S-shaped activations

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Oct 30, 2024
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Decision-focused predictions via pessimistic bilevel optimization: a computational study

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Dec 29, 2023
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Computational Tradeoffs of Optimization-Based Bound Tightening in ReLU Networks

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Dec 27, 2023
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When Deep Learning Meets Polyhedral Theory: A Survey

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Apr 29, 2023
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Principled Deep Neural Network Training through Linear Programming

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Oct 07, 2018
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