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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

B. Bah
Jannis Kurtz
ArXiv (abs)PDFHTML

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

5 / 5 papers shown
Title
Feed-Forward Neural Networks as a Mixed-Integer Program
Feed-Forward Neural Networks as a Mixed-Integer Program
Navid Aftabi
Nima Moradi
Fatemeh Mahroo
46
4
0
09 Feb 2024
Taming Binarized Neural Networks and Mixed-Integer Programs
Taming Binarized Neural Networks and Mixed-Integer Programs
Johannes Aspman
Georgios Korpas
Georgios Korpas
AI4CE
158
7
0
05 Oct 2023
Efficient and Robust Mixed-Integer Optimization Methods for Training Binarized Deep Neural Networks
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
Data-Driven Robust Optimization using Unsupervised Deep Learning
Marc Goerigk
Jannis Kurtz
OOD
121
9
0
19 Nov 2020
Optimal training of integer-valued neural networks with mixed integer programming
Optimal training of integer-valued neural networks with mixed integer programming
Tómas Thorbjarnarson
Neil Yorke-Smith
150
9
0
08 Sep 2020

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