135
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COLT
15 years 6 months ago
2003 Springer 
The application of statistical methods to natural language processing has been remarkably successful over the past two decades. But, to deal with recent problems arising in this ļ¬...
COLT
15 years 6 months ago
2003 Springer  COLT
15 years 6 months ago
2003 Springer
A general class of no-regret learning algorithms, called no-Ī¦-regret learning algorithms, is deļ¬ned which spans the spectrum from no-external-regret learning to no-internal-reg...
106
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COLT
15 years 6 months ago
2003 Springer
We propose a new formulation of the clustering problem that diļ¬ers from previous work in several aspects. First, the goal is to explicitly output a collection of simple and meani...
125
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COLT
15 years 6 months ago
2003 Springer 
We study on-line play of repeated matrix games in which the observations of past actions of the other player and the obtained reward are partial and stochastic. We deļ¬ne the Part...
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Machine Learning