Weakly Supervised Learning for Structured Output Prediction

We consider the problem of learning the parameters of a structured output prediction model, that is, learning to predict elements of a complex interdependent output space that correspond to a given input. Unlike many of the existing approaches, we focus on the weakly supervised setting, where most (...

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Bibliographic Details
Main Author: Kumar, M. Pawan
Language:ENG
Published: École normale supérieure de Cachan - ENS Cachan 2013
Subjects:
Online Access:http://tel.archives-ouvertes.fr/tel-00943602
http://tel.archives-ouvertes.fr/docs/00/94/97/87/PDF/pawan_hdr.pdf