2190 search results - page 138 / 438 » Learning with the Set Covering Machine |
COLT
2010
Springer
13 years 7 months ago
2010
Springer
We present a new method for regularized convex optimization and analyze it under both online and stochastic optimization settings. In addition to unifying previously known firstor...
ICML
2008
IEEE
14 years 10 months ago
2008
IEEE
In high-dimensional classification problems it is infeasible to include enough training samples to cover the class regions densely. Irregularities in the resulting sparse sample d...
PAKDD
2009
ACM
14 years 4 months ago
2009
ACM
The usual data mining setting uses the full amount of data to derive patterns for different purposes. Taking cues from machine learning techniques, we explore ways to divide the d...
MLDM
2009
Springer
14 years 3 months ago
2009
Springer
A number of two-class classification methods first discretize each attribute of two given training sets and then construct a propositional DNF formula that evaluates to True for ...
ECML
2007
Springer
14 years 3 months ago
2007
Springer
At the International Research and Educational Institute for Integrated Medical Sciences (IREIIMS) project, we are collecting complete medical data sets to determine relationships b...