3050 search results - page 209 / 610 » On-line Algorithms in Machine Learning |
109
click to vote
ICML
2003
IEEE
16 years 5 months ago
2003
IEEE
Recent theoretical results have shown that improved bounds on generalization error of classifiers can be obtained by explicitly taking the observed margin distribution of the trai...
178
click to vote
ML
1998
ACM
15 years 3 months ago
1998
ACM
To operate successfully in indoor environments, mobile robots must be able to localize themselves. Most current localization algorithms lack flexibility, autonomy, and often optim...
151
click to vote
ICML
2003
IEEE
16 years 5 months ago
2003
IEEE
Learning in many multi-agent settings is inherently repeated play. This calls into question the naive application of single play Nash equilibria in multi-agent learning and sugges...
107
click to vote
ICPR
2006
IEEE
16 years 5 months ago
2006
IEEE
Geometric methods are very intuitive and provide a theoretically solid viewpoint to many optimization problems. SVM is a typical optimization task that has attracted a lot of atte...
139
click to vote
ICML
2007
IEEE
16 years 5 months ago
2007
IEEE
Feature selection aims to reduce dimensionality for building comprehensible learning models with good generalization performance. Feature selection algorithms are largely studied ...