216 search results - page 1 / 44 » Learning Minimum Volume Sets |
JMLR
2006
13 years 10 months ago
2006
Given a probability measure P and a reference measure
ECML
2006
Springer
14 years 2 months ago
2006
Springer
Minimum volume covering ellipsoid estimation is important in areas such as systems identification, control, video tracking, sensor management, and novelty detection. It is well kno...
MICCAI
2007
Springer
14 years 5 months ago
2007
Springer
In this paper we propose a weakly supervised learning algorithm for appearance models based on the minimum description length (MDL) principle. From a set of training images or volu...
ICMLA
2008
14 years 9 days ago
2008
We are interested in learning an adaptive local metric on a lower dimensional manifold for query
DAGM
2007
Springer
14 years 5 months ago
2007
Springer
We propose an unsupervised “local learning” algorithm for learning a metric in the input space. Geometrically, for a given query point, the algorithm finds the minimum volume ...