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ICML
2007
IEEE
12 years 6 months ago
Local dependent components
We introduce a mixture of probabilistic canonical correlation analyzers model for analyzing local correlations, or more generally mutual statistical dependencies, in cooccurring d...
Arto Klami, Samuel Kaski
ECCV
2002
Springer
12 years 7 months ago
Representing Edge Models via Local Principal Component Analysis
Edge detection depends not only upon the assumed model of what an edge is, but also on how this model is represented. The problem of how to represent the edge model is typically ne...
Patrick S. Huggins, Steven W. Zucker
IJCNN
2008
IEEE
11 years 11 months ago
Unsupervised learning of dependencies between local luminance and contrast in natural images
Abstract— Separate processing of local luminance and contrast in biological visual systems has been argued to be due to the independence of these two properties in natural image ...
Jussi T. Lindgren, Jarmo Hurri, Aapo Hyvärine...
AAAI
2008
11 years 7 months ago
Efficiently Exploiting Dependencies in Local Search for SAT
We propose a new local search platform that splits a CNF formula into three sub-components: i) a minimal dependency lattice (representing the core connections between logic gates)...
Duc Nghia Pham, John Thornton, Abdul Sattar
ISPDC
2005
IEEE
11 years 11 months ago
Coordination of Components in a Distributed Discrete-Event System
We propose a method for coordinating local components that observe a distributed discrete-event system R and execute actions depending on the current state of R. Coordination is a...
Ahmed Khoumsi
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