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ICML
2008
IEEE
14 years 8 months ago
A rate-distortion one-class model and its applications to clustering
In one-class classification we seek a rule to find a coherent subset of instances similar to a few positive examples in a large pool of instances. The problem can be formulated an...
Koby Crammer, Partha Pratim Talukdar, Fernando Per...
CVPR
2005
IEEE
14 years 10 months ago
Generative versus Discriminative Methods for Object Recognition
Many approaches to object recognition are founded on probability theory, and can be broadly characterized as either generative or discriminative according to whether or not the di...
Ilkay Ulusoy, Christopher M. Bishop
CLOR
2006
13 years 11 months ago
Comparison of Generative and Discriminative Techniques for Object Detection and Classification
Many approaches to object recognition are founded on probability theory, and can be broadly characterized as either generative or discriminative according to whether or not the dis...
Ilkay Ulusoy, Christopher M. Bishop
DNA
2001
Springer
164views Bioinformatics» more  DNA 2001»
14 years 13 days ago
A Clause String DNA Algorithm for SAT
A DNA algorithm for SAT, the satisfiability of propositional formulae, is presented where the number of separation steps is given by the number of clauses of the instance. This re...
Vincenzo Manca, Claudio Zandron
EURONGI
2006
Springer
13 years 11 months ago
Framework for Resource Allocation in Heterogeneous Wireless Networks Using Game Theory
This is a framework for resource allocation in a heterogeneous system composed of various access networks, for instance Third Generation wireless networks (3G) and WLAN, in the pre...
Mariana Dirani, Tijani Chahed