116 search results - page 1 / 24 » Tracking the Best of Many Experts |
COLT
2005
Springer
13 years 10 months ago
2005
Springer
ICML
1995
IEEE
14 years 5 months ago
1995
IEEE
COLT
2007
Springer
13 years 10 months ago
2007
Springer
Abstract. We study online regret minimization algorithms in a bicriteria setting, examining not only the standard notion of regret to the best expert, but also the regret to the av...
COLT
2001
Springer
13 years 9 months ago
2001
Springer
In this paper, we examine on-line learning problems in which the target concept is allowed to change over time. In each trial a master algorithm receives predictions from a large ...
ICDM
2003
IEEE
13 years 10 months ago
2003
IEEE
Algorithms for tracking concept drift are important for many applications. We present a general method based on the Weighted Majority algorithm for using any online learner for co...