A scalable algorithm for the optimization of neural network architectures

Journal article

Open access

Peer reviewed

Ying Wai Li, Massiniliano Lupo Pasini, Junqi Yin and Markus Eisenbach

Parallel Computing, Vol.104-105, p.102788

07/2021

Abstract and subjects

Mathematics & Computing(97)

deep learning, hyperparameter optimization, neural network architecture, random search, greedy constructive algorithms, adaptive algorithms

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Title: A scalable algorithm for the optimization of neural network architectures
Authors/Creators - name: Ying Wai Li
Massiniliano Lupo Pasini
Junqi Yin
Markus Eisenbach
Publication Details: Parallel Computing, Vol.104-105, p.102788
Number of pages: 12 p.
Government Number: LA-UR-21-20936
Language: English
Resource Type: Journal article
DOI: https://doi.org/10.1016/j.parco.2021.102788
Publication ISSN: 0167-8191
ISSN: 0167-8191