On surrogate supervision multi-view learning

Data can be represented in multiple views. Traditional multi-view learning methods (i.e., co-training, multi-task learning) focus on improving learning performance using information from the auxiliary view, although information from the target view is sufficient for learning task. However, this work...

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Bibliographic Details
Main Author: Jin, Gaole
Other Authors: Raich, Raviv
Language:en_US
Published: 2013
Subjects:
Online Access:http://hdl.handle.net/1957/37997