1419 search results - page 141 / 284 » Approximation Methods for Supervised Learning |
114
click to vote
EUROCOLT
1999
Springer
15 years 4 months ago
1999
Springer
Abstract. Recent works have shown the advantage of using Active Learning methods, such as the Query by Committee (QBC) algorithm, to various learning problems. This class of Algori...
111
click to vote
ICML
2009
IEEE
16 years 1 months ago
2009
IEEE
We introduce a new algorithm for binary classification in the selective sampling protocol. Our algorithm uses Regularized Least Squares (RLS) as base classifier, and for this reas...
128
click to vote
PRIB
2009
Springer
15 years 7 months ago
2009
Springer
For many biomedical modelling tasks a number of different types of data may influence predictions made by the model. An established approach to pursuing supervised learning with ...
127
click to vote
CVPR
2005
IEEE
15 years 6 months ago
2005
IEEE
In this a novel supervised learning method is proposed to map low-level visualfeatures to high-level semantic conceptsfor region-based image retrieval. The contributions of thispa...
CLEF
2010
Springer
15 years 1 months ago
2010
Springer
In this paper, we present the LIP6 annotation models for the ImageCLEFannotation 2010 task. We study two methods to train and merge the results of different classifiers in order to...