518 search results - page 36 / 104 » Object correspondence as a machine learning problem |
110
click to vote
CVPR
2010
IEEE
15 years 5 months ago
2010
IEEE
Kernel machines rely on an implicit mapping of the data such that non-linear classification in the original space corresponds to linear classification in the new space. As kernel ...
135
click to vote
KES
2007
Springer
15 years 8 months ago
2007
Springer
Biological systems consist of many components and interactions between them. In Systems Biology the principal problem is modeling complex biological systems and reconstructing inte...
107
click to vote
ECML
2007
Springer
15 years 5 months ago
2007
Springer
Recently, a successful extension of Principal Component Analysis for structured input, such as sequences, trees, and graphs, has been proposed. This allows the embedding of discret...
106
click to vote
NCA
2010
IEEE
15 years 10 days ago
2010
IEEE
The Support Vector Machine (SVM) is an interesting classifier with excellent power of generalization. In this paper, we consider applying the SVM to semi-supervised learning. We p...
114
click to vote
NIPS
2008
15 years 3 months ago
2008
Unexpected stimuli are a challenge to any machine learning algorithm. Here we identify distinct types of unexpected events, focusing on 'incongruent events' when 'g...