899 search results - page 36 / 180 » Is an ordinal class structure useful in classifier learning |
BMVC
2010
13 years 6 months ago
2010
We propose a novel directed graphical model for label propagation in lengthy and complex video sequences. Given hand-labelled start and end frames of a video sequence, a variation...
COLT
2001
Springer
14 years 1 months ago
2001
Springer
We investigate the use of certain data-dependent estimates of the complexity of a function class, called Rademacher and Gaussian complexities. In a decision theoretic setting, we ...
DAGSTUHL
2006
13 years 10 months ago
2006
A successful detection and classification system must have two properties: it should be general enough to compensate for intra-class variability and it should be specific enough to...
ILP
2000
Springer
14 years 8 days ago
2000
Springer
Naive Bayesian classifiers have been very successful in attribute-value representations. However, it is not clear how the decomposition of the probability distributions on attribu...
ACCV
2006
Springer
13 years 10 months ago
2006
Springer
Abstract. We propose an algorithm for Sparse Bayesian Classification for multi-class problems using Automatic Relevance Determination(ARD). Unlike other approaches which treat mult...