28 citations · 94 across the 27 of their papers we have counts for
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stat.ML2014★ 1 cited
Parallel Distributed Block Coordinate Descent Methods based on Pairwise Comparison Oracle
Kota Matsui, Wataru Kumagai, Takafumi Kanamori
This paper provides a block coordinate descent algorithm to solve unconstrained optimization problems. In our algorithm, computation of function values or gradients is not required…
stat.ML2014
Breakdown Point of Robust Support Vector Machine
Takafumi Kanamori, Shuhei Fujiwara, Akiko Takeda
The support vector machine (SVM) is one of the most successful learning methods for solving classification problems. Despite its popularity, SVM has a serious drawback, that is sen…