11910 search results - page 230 / 2382 » Online Learning Algorithms |
149
click to vote
PR
2006
15 years 6 months ago
2006
Relevant component analysis (RCA) is a recently proposed metric learning method for semi-supervised learning applications. It is a simple and efficient method that has been applie...
157
click to vote
ICML
2003
IEEE
16 years 7 months ago
2003
IEEE
The majority of theoretical work in machine learning is done under the assumption of exchangeability: essentially, it is assumed that the examples are generated from the same prob...
174
click to vote
ICML
2005
IEEE
16 years 7 months ago
2005
IEEE
Online feature selection (OFS) provides an efficient way to sort through a large space of features, particularly in a scenario where the feature space is large and features take a...
167
click to vote
SOCRATES
2008
15 years 8 months ago
2008
The aim of the present paper is to discuss the achievements and the drawbacks of the integration of LMS (learning management systems) with the cooperative tools of the Web 2.0 thr...
143
click to vote
ECML
2004
Springer
15 years 12 months ago
2004
Springer
Abstract. We consider the problem of learning a mapping from question to answer messages. The training data for this problem consist of pairs of messages that have been received an...