An Integer Programming Approach to Deep Neural Networks with Binary
Activation Functions

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An Integer Programming Approach to Deep Neural Networks with Binary Activation Functions

7 July 2020

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Papers citing "An Integer Programming Approach to Deep Neural Networks with Binary Activation Functions"

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Title
Feed-Forward Neural Networks as a Mixed-Integer Program Navid Aftabi Nima Moradi Fatemeh Mahroo 50 4 0 09 Feb 2024
Taming Binarized Neural Networks and Mixed-Integer Programs Johannes Aspman Georgios Korpas Georgios Korpas AI4CE 166 7 0 05 Oct 2023
Efficient and Robust Mixed-Integer Optimization Methods for Training Binarized Deep Neural Networks Jannis Kurtz B. Bah MQ 93 4 0 21 Oct 2021
Data-Driven Robust Optimization using Unsupervised Deep Learning Marc Goerigk Jannis Kurtz OOD 134 9 0 19 Nov 2020
Optimal training of integer-valued neural networks with mixed integer programming Tómas Thorbjarnarson Neil Yorke-Smith 174 9 0 08 Sep 2020