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COLT
2005
Springer
14 years 2 months ago
Learning Convex Combinations of Continuously Parameterized Basic Kernels
We study the problem of learning a kernel which minimizes a regularization error functional such as that used in regularization networks or support vector machines. We consider thi...
Andreas Argyriou, Charles A. Micchelli, Massimilia...
MICCAI
2005
Springer
14 years 2 months ago
Learning Best Features for Deformable Registration of MR Brains
Abstract. This paper presents a learning method to select best geometric features for deformable brain registration. Best geometric features are selected for each brain location, a...
Guorong Wu, Feihu Qi, Dinggang Shen
MM
2004
ACM
90views Multimedia» more  MM 2004»
14 years 2 months ago
Probability fusion for correlated multimedia streams
The fusion of multiple correlated observations of a multimedia system is a research problem arising in many multimedia applications. In this paper, we propose a novel framework fo...
Pradeep K. Atrey, Mohan S. Kankanhalli
IPSN
2004
Springer
14 years 2 months ago
A probabilistic approach to inference with limited information in sensor networks
We present a methodology for a sensor network to answer queries with limited and stochastic information using probabilistic techniques. This capability is useful in that it allows...
Rahul Biswas, Sebastian Thrun, Leonidas J. Guibas
ASYNC
2003
IEEE
86views Hardware» more  ASYNC 2003»
14 years 2 months ago
A High-Speed Clockless Serial Link Transceiver
We present a high-speed, clockless, serial link transceiver for inter-chip communication in asynchronous VLSI systems. Serial link transceivers achieve high offchip data rates by ...
John Teifel, Rajit Manohar