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JMLR
2008
131views more  JMLR 2008»
15 years 6 months ago
On Relevant Dimensions in Kernel Feature Spaces
We show that the relevant information of a supervised learning problem is contained up to negligible error in a finite number of leading kernel PCA components if the kernel matche...
Mikio L. Braun, Joachim M. Buhmann, Klaus-Robert M...
JSAC
2011
105views more  JSAC 2011»
15 years 1 months ago
Capacity- and Bayesian-Based Cognitive Sensing with Location Side Information
— We investigate spectrum sensing by energy detection based on two different objective functions: a Bayesian sensing cost or the network weighted sum capacity. The Bayesian cost ...
Peng Jia, Mai Vu, Tho Le-Ngoc, Seung-Chul Hong, Va...
CVPR
2007
IEEE
16 years 8 months ago
Quasi-Dense Wide Baseline Matching Using Match Propagation
In this paper we propose extensions to the match propagation algorithm which is a technique for computing quasidense point correspondences between two views. The extensions make t...
Juho Kannala, Sami S. Brandt
IEEEARES
2007
IEEE
16 years 1 months ago
From Trust to Dependability through Risk Analysis
The importance of critical systems has been widely recognized and several efforts are devoted to integrate dependability requirements in their development process. Such efforts re...
Yudistira Asnar, Paolo Giorgini, Fabio Massacci, N...
MODELS
2007
Springer
16 years 26 days ago
Magritte - A Meta-driven Approach to Empower Developers and End Users
Model-driven engineering is a powerful approach to build large-scale applications. However, an application’s metamodel often remains static after the initial development phase an...
Lukas Renggli, Stéphane Ducasse, Adrian Kuh...