Multiple-instance learning with structured bag models

<p>Traditional approaches to Multiple-Instance Learning (MIL) operate under the assumption that the instances of a bag are generated independently, and therefore typically learn an instance-level classifier which does not take into account possible dependencies between instances. This assumpti...

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Bibliographic Details
Main Authors: Warrell, J, Torr, PHS
Format: Conference item
Language:English
Published: Springer 2011