Symbolic DNN-Tuner: A Python and ProbLog-based system for optimizing Deep Neural Networks hyperparameters-Reference-Cited by-同舟云学术

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Symbolic DNN-Tuner: A Python and ProbLog-based system for optimizing Deep Neural Networks hyperparameters

Published:2022-01 Issue: Volume:17 Page:100957
ISSN:2352-7110
Container-title:SoftwareX
language:en
Short-container-title:SoftwareX

Author:

Fraccaroli Michele^ORCID,Lamma Evelina^ORCID,Riguzzi Fabrizio^ORCID

Publisher

Elsevier BV

Subject

Computer Science Applications,Software

Reference12 articles.

1. A genetic algorithm tutorial;Whitley;Stat Comput,1994

2. Algorithms for hyper-parameter optimization;Bergstra,2011

3. A tutorial on Bayesian optimization;Frazier,2018

4. BayesIan optimization for machine learning: A practical guidebook;Dewancker,2016

5. Practical Bayesian optimization of machine learning algorithms;Snoek,2012

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