Asynchronous Parallel Stochastic Quasi-Newton Methods

Qianqian Tong, Guannan Liang, Xingyu Cai +2

Although first-order stochastic algorithms, such as stochastic gradient descent, have been the main force to scale up machine learning models, such as deep neural nets, the second-…