Deep Neural Networks Pruning via the Structured Perspective Regularization-Reference-Cited by-同舟云学术

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Deep Neural Networks Pruning via the Structured Perspective Regularization

Published:2023-12-05 Issue:4 Volume:5 Page:1051-1077
ISSN:2577-0187
Container-title:SIAM Journal on Mathematics of Data Science
language:en
Short-container-title:SIAM Journal on Mathematics of Data Science

Author:

Cacciola Matteo¹,Frangioni Antonio²,Li Xinlin³,Lodi Andrea⁴^ORCID

Affiliation:

1. CERC, Polytechnique Montréal, Montéal, QC, Canada.

2. University of Pisa, Pisa, PI, Italy.

3. Huawei Montreal Research Centre, Montreal, QC, Canada.

4. CERC, Polytechnique Montréal, Montréal, QC, Canada, and Jacobs Technion-Cornell Institute, Cornell Tech and Technion - IIT, New York, NY 10044 USA.

Funder

Natural Sciences and Engineering Research Council of Canada

Publisher

Society for Industrial & Applied Mathematics (SIAM)

Subject

General Medicine

Reference41 articles.

1. Fast Convex Pruning of Deep Neural Networks

2. Strong mixed-integer programming formulations for trained neural networks

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