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Shan-Wei Lin

2 accepted papers

2015

A Dual Augmented Block Minimization Framework for Learning with Limited Memory

NeurIPS 2015poster

In past few years, several techniques have been proposed for training of linear Support Vector Machine (SVM) in limited-memory setting, where a dual block-coordinate descent (dual-BCD) method was used to balance cost spent on I/O and computation. In this paper, we consider the more general setting o…

Cited by 8SourcePDFScholar