Search Results for author: Shan-Wei Lin

Found 1 papers, 0 papers with code

A Dual Augmented Block Minimization Framework for Learning with Limited Memory

no code implementations NeurIPS 2015 Ian En-Hsu Yen, Shan-Wei Lin, Shou-De Lin

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.

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