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ECCV
2006
Springer
16 years 6 months ago
Fast Memory-Efficient Generalized Belief Propagation
Generalized Belief Propagation (gbp) has proven to be a promising technique for performing inference on Markov random fields (mrfs). However, its heavy computational cost and large...
M. Pawan Kumar, Philip H. S. Torr
AAAI
2007
15 years 6 months ago
Refutation by Randomised General Resolution
Local search is widely applied to satisfiable SAT problems, and on some problem classes outperforms backtrack search. An intriguing challenge posed by Selman, Kautz and McAlleste...
Steven David Prestwich, Inês Lynce
ECAI
2008
Springer
15 years 5 months ago
Hybrid tractable CSPs which generalize tree structure
The constraint satisfaction problem (CSP) is a central generic problem in artificial intelligence. Considerable progress has been made in identifying properties which ensure tracta...
Martin C. Cooper, Peter G. Jeavons, András ...
KIVS
2005
Springer
15 years 9 months ago
Hypergossiping: A Generalized Broadcast Strategy for Mobile Ad Hoc Networks
Broadcasting is a commonly used communication primitive needed by many applications and protocols in mobile ad hoc networks (MANETs). Unfortunately, most broadcast solutions are ta...
Abdelmajid Khelil, Pedro José Marrón...
SLSFS
2005
Springer
15 years 9 months ago
Generalization Bounds for Subspace Selection and Hyperbolic PCA
We present a method which uses example pairs of equal or unequal class labels to select a subspace with near optimal metric properties in a kernel-induced Hilbert space. A represen...
Andreas Maurer