978 search results - page 121 / 196 » Infinite Ensemble Learning with Support Vector Machines |
120
click to vote
NIPS
2001
15 years 5 months ago
2001
We propose the framework of mutual information kernels for learning covariance kernels, as used in Support Vector machines and Gaussian process classifiers, from unlabeled task da...
126
click to vote
ESA
2010
Springer
15 years 5 months ago
2010
Springer
We consider parameterized convex optimization problems over the unit simplex, that depend on one parameter. We provide a simple and efficient scheme for maintaining an -approximat...
135
Voted
MM
2005
ACM
15 years 10 months ago
2005
ACM
In this paper we unify two supposedly distinct tasks in multimedia retrieval. One task involves answering queries with a few examples. The other involves learning models for seman...
134
click to vote
EMNLP
2004
15 years 5 months ago
2004
We present a novel discriminative approach to parsing inspired by the large-margin criterion underlying support vector machines. Our formulation uses a factorization analogous to ...
181
click to vote
ICCV
2011
IEEE
14 years 4 months ago
2011
IEEE
Adaptive tracking-by-detection methods are widely used in computer vision for tracking arbitrary objects. Current approaches treat the tracking problem as a classification task a...