Optimització d'hiperparàmetres (Catalan Wikipedia)

Analysis of information sources in references of the Wikipedia article "Optimització d'hiperparàmetres" in Catalan language version.

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arxiv.org

Hyperparameter Search in Machine Learning.
Ziyu, Wang; Frank, Hutter; Masrour, Zoghi; David, Matheson; Nando, de Feitas (en anglès) Journal of Artificial Intelligence Research, 55, 2016, pàg. 361–387. arXiv: 1301.1942. DOI: 10.1613/jair.4806.
Snoek, Jasper; Larochelle, Hugo; Adams, Ryan Advances in Neural Information Processing Systems, 2012. arXiv: 1206.2944. Bibcode: 2012arXiv1206.2944S.
Thornton, Chris; Hutter, Frank; Hoos, Holger; Leyton-Brown, Kevin Knowledge Discovery and Data Mining, 2013. arXiv: 1208.3719. Bibcode: 2012arXiv1208.3719T.

doi.org

dx.doi.org

BioData Mining, 10, 35, 12-2017, pàg. 35. DOI: 10.1186/s13040-017-0155-3. PMC: 5721660. PMID: 29234465.
Ziyu, Wang; Frank, Hutter; Masrour, Zoghi; David, Matheson; Nando, de Feitas (en anglès) Journal of Artificial Intelligence Research, 55, 2016, pàg. 361–387. arXiv: 1301.1942. DOI: 10.1613/jair.4806.
Learning and Intelligent Optimization, ISBN 978-3-642-25565-6, doi:10.1007/978-3-642-25566-3_40, <http://www.cs.ubc.ca/labs/beta/Projects/SMAC/papers/11-LION5-SMAC.pdf>

harvard.edu

adsabs.harvard.edu

Snoek, Jasper; Larochelle, Hugo; Adams, Ryan Advances in Neural Information Processing Systems, 2012. arXiv: 1206.2944. Bibcode: 2012arXiv1206.2944S.
Thornton, Chris; Hutter, Frank; Hoos, Holger; Leyton-Brown, Kevin Knowledge Discovery and Data Mining, 2013. arXiv: 1208.3719. Bibcode: 2012arXiv1208.3719T.

nih.gov

ncbi.nlm.nih.gov

BioData Mining, 10, 35, 12-2017, pàg. 35. DOI: 10.1186/s13040-017-0155-3. PMC: 5721660. PMID: 29234465.

nips.cc

papers.nips.cc

Advances in Neural Information Processing Systems, <http://papers.nips.cc/paper/4443-algorithms-for-hyper-parameter-optimization.pdf>

ntu.edu.tw

csie.ntu.edu.tw

Chin-Wei Hsu, Chih-Chung Chang and Chih-Jen Lin (2010). A practical guide to support vector classification. Technical Report, National Taiwan University.

springer.com

link.springer.com

Matthias Feurer and Frank Hutter. Hyperparameter optimization. In: AutoML: Methods, Systems, Challenges, pages 3–38.

ubc.ca

cs.ubc.ca

Learning and Intelligent Optimization, ISBN 978-3-642-25565-6, doi:10.1007/978-3-642-25566-3_40, <http://www.cs.ubc.ca/labs/beta/Projects/SMAC/papers/11-LION5-SMAC.pdf>