COLT
2003
Springer
13 years 9 months 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...
COLT
2003
Springer
13 years 9 months ago
2003
Springer
COLT
2003
Springer
13 years 9 months ago
2003
Springer
COLT
2003
Springer
13 years 9 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
2003
Springer
13 years 9 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...
COLT
2003
Springer
13 years 9 months ago
2003
Springer
We consider the Multi-armed bandit problem under the PAC (āprobably approximately correctā) model. It was shown by Even-Dar et al. [5] that given n arms, it suļ¬ces to play th...
COLT
2003
Springer
13 years 9 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...
COLT
2003
Springer
13 years 9 months ago
2003
Springer
COLT
2003
Springer
13 years 9 months ago
2003
Springer
Recent work has introduced Boolean kernels with which one can learn linear threshold functions over a feature space containing all conjunctions of length up to k (for any 1 ā¤ k ...
COLT
2003
Springer
13 years 9 months ago
2003
Springer
