478 search results - page 37 / 96 » Structured Prediction with Relative Margin |
NIPS
2007
13 years 10 months ago
2007
We present an efficient generalization of the sparse pseudo-input Gaussian process (SPGP) model developed by Snelson and Ghahramani [1], applying it to binary classification pro...
EOR
2006
13 years 8 months ago
2006
National Statistical Agencies routinely release large amounts of tabular information. Prior to dissemination, tabular data needs to be processed to avoid the disclosure of individ...
MA
2010
Springer
13 years 3 months ago
2010
Springer
Tail dependence and conditional tail dependence functions describe, respectively, the tail probabilities and conditional tail probabilities of a copula at various relative scales....
CIKM
2009
Springer
14 years 3 months ago
2009
Springer
Background: Although both conservation and correlated mutation (CM) are important information reflecting the different sorts of context in multiple sequence alignment, most of ali...
JMLR
2008
13 years 8 months ago
2008
We consider the problem of learning classifiers in structured domains, where some objects have a subset of features that are inherently absent due to complex relationships between...