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pro vyhledávání: '"Sánchez López, Borja"'
Autor:
Sánchez-López, Borja, Cerquides, Jesus
The multinomial logistic regression (MLR) model is widely used in statistics and machine learning. Stochastic gradient descent (SGD) is the most common approach for determining the parameters of a MLR model in big data scenarios. However, SGD has slo
Externí odkaz:
http://arxiv.org/abs/2001.06744
Akademický článek
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Autor:
Sánchez-López, Borja, Cerquides, Jesús
Publikováno v:
Digital.CSIC. Repositorio Institucional del CSIC
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Stochastic Gradient Descent (SGD) is the workhorse beneath the deep learning revolution. However, SGD is known to reduce its convergence speed due to the plateau phenomenon. Stochastic Natural Gradient Descent (SNGD) was proposed by Amari to resolve
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::5f98cb6fff919040a7582efc1de2bbc7
http://hdl.handle.net/10261/237642
http://hdl.handle.net/10261/237642
Autor:
Sánchez López, Borja
Publikováno v:
Dipòsit Digital de la UB
Universidad de Barcelona
Universidad de Barcelona
Treballs finals del Màster en Matemàtica Avançada, Facultat de matemàtiques, Universitat de Barcelona, Any: 2018, Director: Jesús Cerquides Bueno
[en] Function optimization is a widely faced problem nowadays. Its interest, in particular, li
[en] Function optimization is a widely faced problem nowadays. Its interest, in particular, li
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::286dcbadc4832035504ce5df8417081d
http://hdl.handle.net/2445/129823
http://hdl.handle.net/2445/129823
Autor:
Sánchez López, Borja
Publikováno v:
Dipòsit Digital de la UB
Universidad de Barcelona
Universidad de Barcelona
Treballs Finals de Grau de Matemàtiques, Facultat de Matemàtiques, Universitat de Barcelona, Any: 2015, Director: Vicenç Navarro Aznar
Paul Erdös, in the first half of last century, asked about finite integer sets in the plane in general pos
Paul Erdös, in the first half of last century, asked about finite integer sets in the plane in general pos
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::784c35327c53191ded75e7891102c6e2
http://hdl.handle.net/2445/96078
http://hdl.handle.net/2445/96078