Damped Newton Stochastic Gradient Descent Method for Neural Networks Training

First-order methods such as stochastic gradient descent (SGD) have recently become popular optimization methods to train deep neural networks (DNNs) for good generalization; however, they need a long training time. Second-order methods which can lower the training time are scarcely used on account o...

Cur síos iomlán

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí: Jingcheng Zhou, Wei Wei, Ruizhi Zhang, Zhiming Zheng
Formáid: Alt
Teanga:English
Foilsithe / Cruthaithe: MDPI AG 2021-06-01
Sraith:Mathematics
Ábhair:
Rochtain ar líne:https://www.mdpi.com/2227-7390/9/13/1533