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JIPS
2010
13 years 4 months ago
2010
The growing number of web applications in the global economy has made it critically important to develop secure and reliable software to support the economy's increasing depen...
JLP
2010
13 years 4 months ago
2010
Abstract. Noting that the usual `propositionally' based way of composing retrenchments can yield many `junk' cases, alternative approaches to composition are introduced (...
JMLR
2010
13 years 4 months ago
2010
We consider selective classification, a term we adopt here to refer to `classification with a reject option.' The essence in selective classification is to trade-off classifi...
JMLR
2010
13 years 4 months ago
2010
In this paper, we consider two variance reduction schemes that exploit the structure of the primal graph of the graphical model: Rao-Blackwellised w-cutset sampling and AND/OR sam...
JMLR
2010
13 years 4 months ago
2010
A parametric version of herding is formulated. The nonlinear mapping between consecutive time slices is learned by a form of self-supervised training. The resulting dynamical syst...