1106 search results - page 107 / 222 » On regularization algorithms in learning theory |
129
Voted
SDM
2009
SIAM
16 years 1 months ago
2009
SIAM
Most commonly used inductive rule learning algorithms employ a hill-climbing search, whereas local pattern discovery algorithms employ exhaustive search. In this paper, we evaluat...
156
click to vote
COLT
2003
Springer
15 years 10 months ago
2003
Springer
We study on-line play of repeated matrix games in which the observations of past actions of the other player and the obtained reward are partial and stochastic. We define the Part...
125
click to vote
ICPR
2010
IEEE
15 years 2 months ago
2010
IEEE
Pitch mismatch between training and testing is one of the important factors causing the performance degradation of the speaker recognition system. In this paper, we adopted the mis...
127
Voted
CORR
2010
Springer
15 years 4 months ago
2010
Springer
Standard hybrid learners that use domain knowledge require stronger knowledge that is hard and expensive to acquire. However, weaker domain knowledge can benefit from prior knowle...
247
click to vote
Publication
We introduce a class of learning problems where the agent is presented with a series of tasks. Intuitively, if there is relation among those tasks, then the information gained duri...