1413 search results - page 6 / 283 » A Theory for Memory-Based Learning |
ECML
2005
Springer
15 years 3 months ago
2005
Springer
CORR
2010
Springer
14 years 9 months ago
2010
Springer
Bayes statistics and statistical physics have the common mathematical structure, where the log likelihood function corresponds to the random Hamiltonian. Recently, it was discovere...
ML
2010
ACM
14 years 7 months ago
2010
ACM
77
Voted
IJCV
2000
14 years 9 months ago
2000
In this paper we first overview the main concepts of Statistical Learning Theory, a framework in which learning from examples can be studied in a principled way. We then briefly di...
COLT
1994
Springer
15 years 1 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 ...