798 search results - page 46 / 160 » Perceptual Learning and Abstraction in Machine Learning |
102
Voted
ALT
2009
Springer
16 years 28 days ago
2009
Springer
Abstract. We describe an alternative construction of an existing canonical representation for definite Horn theories, the Guigues-Duquenne basis (or GD basis), which minimizes a n...
127
Voted
ECML
2007
Springer
15 years 10 months ago
2007
Springer
Abstract. Active Learning methods rely on static strategies for sampling unlabeled point(s). These strategies range from uncertainty sampling and density estimation to multi-factor...
126
Voted
COLT
2001
Springer
15 years 8 months ago
2001
Springer
Abstract. We develop three new techniques to build on the recent advances in online learning with kernels. First, we show that an exponential speed-up in prediction time per trial ...
121
click to vote
MLDM
2001
Springer
15 years 8 months ago
2001
Springer
0 Temporal Abstractions and Case-Based Reasoning for Medical Course Data: Two Prognostic Applications R. Schmidt and R. Gierl University of Rostock, Germany 9.00-9.30 Local Learnin...
169
click to vote
ML
1998
ACM
15 years 3 months ago
1998
ACM
Abstract. Coordination is an essential technique in cooperative, distributed multiagent systems. However, sophisticated coordination strategies are not always cost-effective in all...