Stochastic momentum methods for non-convex learning without bounded assumptions.

Liang, Yuqing; Liu, Jinlan; Xu, Dongpo

Liang, Yuqing; Liu, Jinlan; Xu, Dongpo.

Afiliación

Liang Y; Key Laboratory for Applied Statistics of MOE, School of Mathematics and Statistics, Northeast Normal University, Changchun 130024, China.
Liu J; Key Laboratory for Applied Statistics of MOE, School of Mathematics and Statistics, Northeast Normal University, Changchun 130024, China.
Xu D; Key Laboratory for Applied Statistics of MOE, School of Mathematics and Statistics, Northeast Normal University, Changchun 130024, China. Electronic address: xudp100@nenu.edu.cn.

Neural Netw ; 165: 830-845, 2023 Aug.

Article en En | MEDLINE | ID: mdl-37418864

Asunto(s)

Algoritmos; Aprendizaje Automático; Movimiento (Física)

Palabras clave

Last-iterate convergence rate; Machine learning; Non-convex optimization; PL condition; Stochastic momentum methods

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Algoritmos / Aprendizaje Automático Idioma: En Revista: Neural Netw Asunto de la revista: NEUROLOGIA Año: 2023 Tipo del documento: Article País de afiliación: China

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