Loopless Semi-Stochastic Gradient Descent with Less Hard Thresholding for Sparse Learning

Xiangyang Liu, Bingkun Wei, Fanhua Shang, Hongying Liu. Loopless Semi-Stochastic Gradient Descent with Less Hard Thresholding for Sparse Learning. In Wenwu Zhu 0001, Dacheng Tao, Xueqi Cheng, Peng Cui 0001, Elke A. Rundensteiner, David Carmel, Qi He, Jeffrey Xu Yu, editors, Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019. pages 881-890, ACM, 2019. [doi]

Abstract

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