12194 search results - page 1 / 2439 » Numberings Optimal for Learning |
ALT
2008
Springer
14 years 3 months ago
2008
Springer
This paper extends previous studies on learnability in non-acceptable numberings by considering the question: for which criteria which numberings are optimal, that is, for which nu...
GECCO
2006
Springer
13 years 10 months ago
2006
Springer
MLDM
2005
Springer
13 years 11 months ago
2005
Springer
In supervised machine learning, the partitioning of the values (also called grouping) of a categorical attribute aims at constructing a new synthetic attribute which keeps the info...
CVPR
2010
IEEE
14 years 2 months ago
2010
IEEE
Learning object categories from small samples is a challenging problem, where machine learning tools can in general provide very few guarantees. Exploiting prior knowledge may be ...
MLDM
2007
Springer
14 years 12 days ago
2007
Springer
In this paper we propose a new criterion, based on Minimum Description Length (MDL), to estimate an optimal number of clusters. This criterion, called Kernel MDL (KMDL), is particu...