Dual Free Adaptive Minibatch SDCA for Empirical Risk Minimization
Type of content
Journal Article
UC permalink
Publisher's DOI/URI
Thesis discipline
Degree name
Publisher
Frontiers Media SA
Journal Title
Journal ISSN
Volume Title
Language
Date
2018
Authors
He X
Tappenden R
Takáč M
Abstract
Description
Citation
He X, Tappenden R, Takáč M Dual Free Adaptive Minibatch SDCA for Empirical Risk Minimization. Frontiers in Applied Mathematics and Statistics. 4.
Keywords
SDCA, importance sampling, non-uniform sampling, mini-batch, adaptive
Ngā upoko tukutuku/Māori subject headings
ANZSRC fields of research
Field of Research::01 - Mathematical Sciences
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This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.