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» A Theory of Probabilistic Functional Testing
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CSDA
2006
84views more  CSDA 2006»
14 years 11 months ago
Performing hypothesis tests on the shape of functional data
We explore different approaches for performing hypothesis tests on the shape of a mean function by developing general methodologies both, for the often assumed, i.i.d. error struc...
Gareth M. James, Ashish Sood
TSMC
2008
122views more  TSMC 2008»
14 years 11 months ago
A Geometric Approach to the Theory of Evidence
In this paper, we propose a geometric approach to the theory of evidence based on convex geometric interpretations of its two key notions of belief function (b.f.) and Dempster...
Fabio Cuzzolin
CSDA
2006
71views more  CSDA 2006»
14 years 11 months ago
Practical representations of incomplete probabilistic knowledge
This article deals with the compact representation of incomplete probabilistic knowledge which can be encountered in risk evaluation problems, for instance in environmental studie...
Cédric Baudrit, Didier Dubois
ICML
2005
IEEE
16 years 14 days ago
Learning to rank using gradient descent
We investigate using gradient descent methods for learning ranking functions; we propose a simple probabilistic cost function, and we introduce RankNet, an implementation of these...
Christopher J. C. Burges, Tal Shaked, Erin Renshaw...
90
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COCO
2005
Springer
124views Algorithms» more  COCO 2005»
15 years 5 months ago
Tolerant Versus Intolerant Testing for Boolean Properties
A property tester with high probability accepts inputs satisfying a given property and rejects inputs that are far from satisfying it. A tolerant property tester, as defined by P...
Eldar Fischer, Lance Fortnow