2 papers
cs.LG2022
Parameter Convex Neural Networks
Jingcheng Zhou, Wei Wei, Xing Li +2
Deep learning utilizing deep neural networks (DNNs) has achieved a lot of success recently in many important areas such as computer vision, natural language processing, and recomme…
cs.LG2021
Research of Damped Newton Stochastic Gradient Descent Method for Neural Network Training
Jingcheng Zhou, Wei Wei, Zhiming Zheng
First-order methods like stochastic gradient descent(SGD) are recently the popular optimization method to train deep neural networks (DNNs), but second-order methods are scarcely u…