articleJournal of Machine Learning ResearchDec 1, 2006Closed access

Online Passive-Aggressive Algorithms

CCrammerKobyDDekelOferKKeshetJosephSShalev-ShwartzShaiSSingerYoram

Abstract

We present a family of margin based online learning algorithms for various prediction tasks. In particular we derive and analyze algorithms for binary and multiclass categorization, regression, uni...

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902
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FWCI
27.01
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100%
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Authors

5

Topics & keywords

Topics
Keywords
  • Computer science
  • Algorithm
  • Artificial intelligence
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