Efficient Algorithms for Structured Output Learning

Efficient Algorithms for Structured Output Learning

Structured output learning is the machine learning task of building a classifier to predict structured outputs. Structured outputs arise in several contexts in diverse applications like natural language processing, computer vision, bioinformatics and social networks. Unlike the simple two(or multi)-c...

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Bibliographic Details
Main Author: Balamurugan, P
Other Authors: Shevade, Shirish K
Language:en_US
Published: 2018
Subjects:
Structured Output Learning
Structured Output Learning Algorithms
Machine learning
Structural Support Vector Machines
Sparse Structured Output Learning
Sequential Dual Methods
Structural Comditional Random Fields (CRFs)
Semi-supervised Structural SVMs
Structural SVMs
Sparse Structural SVMs
Computer Science
Online Access:http://etd.iisc.ernet.in/2005/3488
http://etd.iisc.ernet.in/abstracts/4355/G26588-Abs.pdf

Internet

http://etd.iisc.ernet.in/2005/3488
http://etd.iisc.ernet.in/abstracts/4355/G26588-Abs.pdf

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