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  Online algorithms for submodular minimization with combinatorial constraints

Jegelka, S., & Bilmes, J. (2010). Online algorithms for submodular minimization with combinatorial constraints. In NIPS 2010 Workshop on Discrete Optimization in Machine Learning: Structures, Algorithms and Applications (DISCML) (pp. 1-6).

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NIPS-Workshop-2010-Jegelka.pdf (Any fulltext), 149KB
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Jegelka, S1, 2, Author           
Bilmes, J, Author           
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1Department Empirical Inference, Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497795              
2Max Planck Institute for Biological Cybernetics, Max Planck Society, Spemannstrasse 38, 72076 Tübingen, DE, ou_1497794              

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 Abstract: Building on recent results for submodular minimization with combinatorial constraints, and on online submodular minimization, we address online approximation algorithms for submodular minimization with combinatorial constraints. We discuss two types of algorithms and outline approximation algorithms that integrate into those.

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 Dates: 2010-12
 Publication Status: Published in print
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 Identifiers: BibTex Citekey: JegelkaB2010
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Title: NIPS 2010 Workshop on Discrete Optimization in Machine Learning: Structures, Algorithms and Applications (DISCML)
Place of Event: Whistler, BC, Canada
Start-/End Date: 2010-12-11

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Title: NIPS 2010 Workshop on Discrete Optimization in Machine Learning: Structures, Algorithms and Applications (DISCML)
Source Genre: Proceedings
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Pages: - Volume / Issue: - Sequence Number: - Start / End Page: 1 - 6 Identifier: -