Principled deep neural network training through linear programming-Reference-Cited by-同舟云学术

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Principled deep neural network training through linear programming

Published:2023-08 Issue: Volume:49 Page:100795
ISSN:1572-5286
Container-title:Discrete Optimization
language:en
Short-container-title:Discrete Optimization

Author:

Bienstock Daniel,Muñoz Gonzalo^ORCID,Pokutta Sebastian

Funder

National Science Foundation

Office of Naval Research

Institut de Valorisation des Données

Publisher

Elsevier BV

Subject

Applied Mathematics,Computational Theory and Mathematics,Theoretical Computer Science

Reference64 articles.

1. Deep Learning;Goodfellow,2016

2. A surprising linear relationship predicts test performance in deep networks;Liao,2018

3. Understanding Machine Learning: From Theory To Algorithms;Shalev-Shwartz,2014

4. l1-regularized neural networks are improperly learnable in polynomial time;Zhang,2016

5. Reliably learning the ReLU in polynomial time;Goel,2017

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