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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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Item Permalink: https://hdl.handle.net/11858/00-001M-0000-0013-BD38-F Version Permalink: https://hdl.handle.net/11858/00-001M-0000-0013-BD39-D
Genre: Conference Paper

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Jegelka, S1, Author           
Bilmes, J1, Author           
Affiliations:
1Department Empirical Inference, Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497795              

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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: Issued
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 Identifiers: URI: http://www.discml.cc/
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
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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: -