3114 search results - page 43 / 623 » Distributed Case-Based Learning |
ICML
2003
IEEE
16 years 2 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...
GECCO
2003
Springer
15 years 6 months ago
2003
Springer
Abstract. This paper proposes an algorithm for combinatorial optimizations that uses reinforcement learning and estimation of joint probability distribution of promising solutions ...
KDD
1998
ACM
15 years 5 months ago
1998
ACM
Weintroducecoactive learning as a distributed learning approachto data miningin networkedand distributed databases. Thecoactive learningalgorithmsact on independent data sets and ...
ALT
2010
Springer
15 years 2 months ago
2010
Springer
We further develop the idea that the PAC-Bayes prior can be informed by the data-generating distribution. We prove sharp bounds for an existing framework of Gibbs algorithms, and ...
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WISE
2006
Springer
15 years 7 months ago
2006
Springer
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