1474 search results - page 214 / 295 » Using Machine Learning to Focus Iterative Optimization |
132
Voted
WWW
2010
ACM
15 years 9 months ago
2010
ACM
Query suggestion has been an effective approach to help users narrow down to the information they need. However, most of existing studies focused on only popular/head queries. Si...
128
Voted
COLT
2010
Springer
15 years 22 days ago
2010
Springer
We study the regret of an online learner playing a multi-round game in a Banach space B against an adversary that plays a convex function at each round. We characterize the minima...
116
Voted
IBPRIA
2005
Springer
15 years 8 months ago
2005
Springer
A natural way to deal with training samples in imbalanced class problems is to prune them removing redundant patterns, easy to classify and probably over represented, and label noi...
133
Voted
ROBOCUP
2000
Springer
15 years 6 months ago
2000
Springer
Building agents for a scenario such as the RoboCup simulation league requires not only methodologies for implementing high-level complex behavior, but also the careful and efficien...
143
Voted
LION
2010
Springer
15 years 6 months ago
2010
Springer
Abstract. Algorithm selection is typically based on models of algorithm performance learned during a separate offline training sequence, which can be prohibitively expensive. In r...