2261 search results - page 141 / 453 » Supervised Topic Models |
MM
2005
ACM
15 years 3 months ago
2005
ACM
Labeling faces in news video with their names is an interesting research problem which was previously solved using supervised methods that demand significant user efforts on lab...
83
Voted
DAGM
2006
Springer
15 years 1 months ago
2006
Springer
Recently, many approaches have been proposed for visual object category detection. They vary greatly in terms of how much supervision is needed. High performance object detection m...
103
Voted
JMLR
2008
14 years 10 months ago
2008
We show that the relevant information of a supervised learning problem is contained up to negligible error in a finite number of leading kernel PCA components if the kernel matche...
87
Voted
CVPR
2007
IEEE
16 years 6 days ago
2007
IEEE
Traditional methods for creating classifiers have two main disadvantages. Firstly, it is time consuming to acquire, or manually annotate, the training collection. Secondly, the da...
89
Voted
ICML
1996
IEEE
15 years 11 months ago
1996
IEEE
We introduce a method for learning Bayesian networks that handles the discretization of continuous variables as an integral part of the learning process. The main ingredient in th...