450 search results - page 1 / 90 » Adaptive Algorithms for Online Decision Problems |
ECCC
2007
13 years 4 months ago
2007
We study the notion of learning in an oblivious changing environment. Existing online learning algorithms which minimize regret are shown to converge to the average of all locally...
AAAI
2007
13 years 7 months ago
2007
Online mechanism design considers the problem of sequential decision making in a multi-agent system with self-interested agents. The agent population is dynamic and each agent has...
COLT
2003
Springer
13 years 10 months ago
2003
Springer
COLT
2008
Springer
13 years 6 months ago
2008
Springer
We study on-line decision problems where the set of actions that are available to the decision algorithm vary over time. With a few notable exceptions, such problems remained larg...
ICPR
2008
IEEE
14 years 6 months ago
2008
IEEE
On-line boosting allows to adapt a trained classifier to changing environmental conditions or to use sequentially available training data. Yet, two important problems in the on-li...