Stabilized Sparse Online Learning for Sparse Data

Ma, YT; Zheng, T

Ma, YT (reprint author), Columbia Univ, Dept Stat, New York, NY 10027 USA.

JOURNAL OF MACHINE LEARNING RESEARCH, 2017; 18 ( ):

Abstract

Stochastic gradient descent (SGD) is commonly used for optimization in large-scale machine learning problems. Langford et al. (2009) introduce a spars......

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