7378 search results - page 1091 / 1476 » Introduction to Machine Learning |
177
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AC
2003
Springer
16 years 1 days ago
2003
Springer
Concentration inequalities deal with deviations of functions of independent random variables from their expectation. In the last decade new tools have been introduced making it pos...
198
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COLT
2003
Springer
16 years 17 hour ago
2003
Springer
We consider the Multi-armed bandit problem under the PAC (“probably approximately correct”) model. It was shown by Even-Dar et al. [5] that given n arms, it suffices to play th...
204
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COLT
2003
Springer
16 years 17 hour ago
2003
Springer
This paper extends the game-theoretic notion of internal regret to the case of on-line potfolio selection problems. New sequential investment strategies are designed to minimize th...
138
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ECML
2003
Springer
16 years 13 hour ago
2003
Springer
We consider the topographic clustering task and focus on the problem of its evaluation, which enables to perform model selection: topographic clustering algorithms, from the origin...
127
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ACSAC
2002
IEEE
15 years 11 months ago
2002
IEEE
This paper describes an investigation of authorship gender attribution mining from e-mail text documents. We used an extended set of predominantly topic content-free e-mail docume...