2683 search results - page 279 / 537 » Machine learning problems from optimization perspective |
137
click to vote
DAS
2008
Springer
15 years 5 months ago
2008
Springer
Automatic Term Recognition (ATR) is concerned with discovering terminology in large volumes of text corpora. Technical terms are vital elements for understanding the techniques us...
121
Voted
GECCO
2006
Springer
15 years 7 months ago
2006
Springer
In this paper an evolutionary algorithm is used for evolving gaits in a walking biped robot controller. The focus is fast learning in a real-time environment. An incremental appro...
100
Voted
COLT
2004
Springer
15 years 8 months ago
2004
Springer
Abstract— We prove that given a nearly log-concave distribution, in any partition of the space to two well separated sets, the measure of the points that do not belong to these s...
135
Voted
CLA
2007
15 years 4 months ago
2007
The generalization of policies in reinforcement learning is a main issue, both from the theoretical model point of view and for their applicability. However, generalizing from a se...
144
Voted
ICDM
2006
IEEE
15 years 9 months ago
2006
IEEE
Kernel methods have been shown to be very effective for applications requiring the modeling of structured objects. However kernels for structures usually are too computational dem...