Search Results for author: Hanshen Huang

Found 1 papers, 0 papers with code

Periodic Step Size Adaptation for Single Pass On-line Learning

no code implementations NeurIPS 2009 Chun-Nan Hsu, Yu-Ming Chang, Hanshen Huang, Yuh-Jye Lee

It has been established that the second-order stochastic gradient descent (2SGD) method can potentially achieve generalization performance as well as empirical optimum in a single pass (i. e., epoch) through the training examples.

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