7 search results - page 2 / 2 » Online Learning in Case of Unbounded Losses Using Follow the... |
COLT
2007
Springer
13 years 11 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...
CORR
2010
Springer
12 years 11 months ago
2010
Springer
In prediction with expert advice the goal is to design online prediction algorithms that achieve small regret (additional loss on the whole data) compared to a reference scheme. I...