2623 search results - page 1 / 525 » Universal Learning Theory |
ALT
2006
Springer
14 years 1 months ago
2006
Springer
CORR
2010
Springer
13 years 4 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...
CORR
2011
Springer
12 years 12 months ago
2011
Springer
ICML
1999
IEEE
14 years 5 months ago
1999
IEEE
Most machine learning algorithms share the following drawback: they only output bare predictions but not the con dence in those predictions. In the 1960s algorithmic information t...
ALT
2007
Springer
13 years 11 months ago
2007
Springer
In transfer learning the aim is to solve new learning tasks using fewer examples by using information gained from solving related tasks. Existing transfer learning methods have be...