3050 search results - page 337 / 610 » On-line Algorithms in Machine Learning |
174
click to vote
NIPS
1994
15 years 7 months ago
1994
For many types of machine learning algorithms, one can compute the statistically optimal" way to select training data. In this paper, we review how optimal data selection tec...
193
click to vote
CVPR
2010
IEEE
16 years 2 months ago
2010
IEEE
Learning object categories from small samples is a challenging problem, where machine learning tools can in general provide very few guarantees. Exploiting prior knowledge may be ...
194
click to vote
SMC
2007
IEEE
16 years 23 days ago
2007
IEEE
– In this paper, we present a hierarchical methodology that learns new walking gaits autonomously while operating in an uncharted environment, such as on the Mars planetary surfa...
163
click to vote
CLA
2007
15 years 8 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...
162
click to vote
EACL
2003
ACL Anthology
15 years 8 months ago
2003
ACL Anthology
Disfluent speech adds to the difficulty of processing spoken language utterances. In this paper we concentrate on identifying one disfluency phenomenon: fragmented words. Our d...