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First-order and stochastic optimization methods for machine learning

This book covers not only foundational materials but also the most recent progresses made during the past few years on the area of machine learning algorithms. In spite of the intensive research and development in this area, there does not exist a systematic treatment to introduce the fundamental co...

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Detalles Bibliográficos
Autor principal: Lan, Guanghui
Lenguaje:eng
Publicado: Springer 2020
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-030-39568-1
http://cds.cern.ch/record/2720446

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