Hessian-regularized co-training for social activity recognition.

Co-training is a major multi-view learning paradigm that alternately trains two classifiers on two distinct views and maximizes the mutual agreement on the two-view unlabeled data. Traditional co-training algorithms usually train a learner on each view separately and then force the learners to be co...

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Bibliographic Details
Main Authors: Weifeng Liu, Yang Li, Xu Lin, Dacheng Tao, Yanjiang Wang
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2014-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4178174?pdf=render