Mistake Bound Model | Sciweavers

37

SIGIR
2002
ACM

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A new family of online algorithms for category ranking

14 years 11 days ago

We describe a new family of topic-ranking algorithms for multi-labeled documents. The motivation for the algorithms stems from recent advances in online learning algorithms. The a...

Koby Crammer, Yoram Singer

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31

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COLT
1999
Springer

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On a Generalized Notion of Mistake Bounds

14 years 5 months ago

Download www.comp.nus.edu.sg

This paper proposes the use of constructive ordinals as mistake bounds in the on-line learning model. This approach elegantly generalizes the applicability of the on-line mistake ...

Sanjay Jain, Arun Sharma

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32

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ICML
1997
IEEE

135views Machine Learning» more ICML 1997»

Expected Mistake Bound Model for On-Line Reinforcement Learning

15 years 1 months ago