1010 search results - page 56 / 202 » Co-EM support vector learning |
122
Voted
IJCAI
2003
15 years 4 months ago
2003
We present an approximate policy iteration algorithm that uses rollouts to estimate the value of each action under a given policy in a subset of states and a classifier to general...
126
Voted
EMNLP
2009
15 years 16 days ago
2009
We present a framework to extract the most important features (tree fragments) from a Tree Kernel (TK) space according to their importance in the target kernelbased machine, e.g. ...
150
Voted
JMLR
2012
13 years 5 months ago
2012
We develop a high dimensional nonparametric classification method named sparse additive machine (SAM), which can be viewed as a functional version of support vector machine (SVM)...
103
Voted
ICMCS
2009
IEEE
15 years 14 days ago
2009
IEEE
Thumbnail cropping helps improve thumbnail readability by cropping images before shrinking them. In this paper we propose a learning based method for automatic thumbnail cropping....
99
Voted
JCP
2006
15 years 2 months ago
2006
Compared with conventional two-class learning schemes, one-class classification simply uses a single class in the classifier training phase. Applying one-class classification to le...