92 search results - page 2 / 19 » Statistical Mechanics of On-line Learning |
COLT
1994
Springer
13 years 9 months ago
1994
Springer
In this paper we introduce and investigate a mathematically rigorous theory of learning curves that is based on ideas from statistical mechanics. The advantage of our theory over ...
EACL
2009
ACL Anthology
14 years 6 months ago
2009
ACL Anthology
ML
1998
ACM
13 years 5 months ago
1998
ACM
We review the application of statistical mechanics methods to the study of online learning of a drifting concept in the limit of large systems. The model where a feed-forward netwo...
PERCOM
2007
ACM
14 years 5 months ago
2007
ACM
FSKD
2008
Springer
13 years 6 months ago
2008
Springer
This paper presents a scheme for unsupervised classification with Gaussian mixture models by means of statistical learning analysis. A Bayesian Ying-Yang harmony learning system a...