Approximate Newton Methods and Their Local Convergence

Haishan Ye, Luo Luo, Zhihua Zhang

Abstract: Many machine learning models are reformulated as optimization problems. Thus, it is important to solve a large-scale optimization problem in big data applications. Recently, subsampled Newton metho...