686 search results - page 56 / 138 » Minimax Probability Machine |
CORR
2008
Springer
13 years 10 months ago
2008
Springer
Abstract. We define a novel, basic, unsupervised learning problem learning the the lowest density homogeneous hyperplane separator of an unknown probability distribution. This task...
UC
2010
Springer
13 years 8 months ago
2010
Springer
The information processing capabilities of many proteins are currently unexplored. The complexities and high dimensional parameter spaces make their investigation impractical. Diff...
ICASSP
2011
IEEE
13 years 2 months ago
2011
IEEE
Graphical models are well established in providing compact conditional probability descriptions of complex multivariable interactions. In the Gaussian case, graphical models are d...
ICASSP
2011
IEEE
13 years 2 months ago
2011
IEEE
This paper presents a novel method for reducing the dimensionality of kernel spaces. Recently, to maintain the convexity of training, loglinear models without mixtures have been u...
INFOCOM
2009
IEEE
14 years 5 months ago
2009
IEEE
—Compromised machines are one of the key security threats on the Internet; they are often used to launch various security attacks such as DDoS, spamming, and identity theft. In t...