116 search results - page 1 / 24 » Tracking the Best of Many Experts |
COLT
2005
Springer
13 years 11 months ago
2005
Springer
ICML
1995
IEEE
14 years 7 months ago
1995
IEEE
COLT
2007
Springer
14 years 9 days 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 10 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 11 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...