7378 search results - page 1091 / 1476 » Introduction to Machine Learning |
195
Voted
AC
2003
Springer
16 years 22 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...
215
Voted
COLT
2003
Springer
16 years 22 days 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...
215
click to vote
COLT
2003
Springer
16 years 22 days 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...
150
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ECML
2003
Springer
16 years 22 days 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...
152
Voted
ACSAC
2002
IEEE
16 years 14 days 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...