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» On Information Regularization
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ICML
2010
IEEE
14 years 10 months ago
Heterogeneous Continuous Dynamic Bayesian Networks with Flexible Structure and Inter-Time Segment Information Sharing
Classical dynamic Bayesian networks (DBNs) are based on the homogeneous Markov assumption and cannot deal with heterogeneity and non-stationarity in temporal processes. Various ap...
Frank Dondelinger, Sophie Lebre, Dirk Husmeier
DAGM
2006
Springer
15 years 3 months ago
Model Selection in Kernel Methods Based on a Spectral Analysis of Label Information
Abstract. We propose a novel method for addressing the model selection problem in the context of kernel methods. In contrast to existing methods which rely on hold-out testing or t...
Mikio L. Braun, Tilman Lange, Joachim M. Buhmann
IEEECIT
2010
IEEE
14 years 10 months ago
Collective Communication in Recursive Dual-Net: An Interconnection Network for High-Performance Parallel Computer Systems of the
Abstract—In this paper, we propose efficient routing algorithms for collective communication in a newly proposed, versatile network, called a recursive dual-net (RDN). The RDN c...
Yamin Li, Shietung Peng, Wanming Chu
CSCW
2002
ACM
14 years 11 months ago
Designing and deploying an information awareness interface
The concept of awareness has received increasing attention over the past several CSCW conferences. Although many awareness interfaces have been designed and studied, most have bee...
Jonathan J. Cadiz, Gina Danielle Venolia, Gavin Ja...
ICPR
2002
IEEE
15 years 4 months ago
Using Grey-Level and Distance Information for Medial Surface Representation of Volume Images
A medial surface representation of a grey-level volume image is computed. The foreground is reduced to a subset topologically equivalent to the initial foreground and mainly consi...
Stina Svensson, Ingela Nyström, Carlo Arcelli...