IEEE - Institute of Electrical and Electronics Engineers, Inc. - Stochastic Momentum Method With Double Acceleration for Regularized Empirical Risk Minimization

Author(s): Zhijian Luo ; Siyu Chen ; Yuntao Qian
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 2019
Volume: 7
Page(s): 166,551 - 166,563
ISSN (Electronic): 2169-3536
DOI: 10.1109/ACCESS.2019.2953288
Regular:

Momentum acceleration technique is famously known for building gradient-based algorithms with fast convergence in large-scale optimization. Recently, Nesterov 's momentum and Katyusha momentum... View More

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