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» Hardware-Efficient Belief Propagation
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CVPR
2011
IEEE
14 years 6 months ago
Wavelet Belief Propagation for Large Scale Inference Problems
Ruxandra Lasowski, Art Tevs, Michael Wand, Hans-Pe...
NIPS
2007
14 years 11 months ago
Cooled and Relaxed Survey Propagation for MRFs
We describe a new algorithm, Relaxed Survey Propagation (RSP), for finding MAP configurations in Markov random fields. We compare its performance with state-of-the-art algorith...
Hai Leong Chieu, Wee Sun Lee, Yee Whye Teh
CORR
2006
Springer
161views Education» more  CORR 2006»
14 years 9 months ago
Consensus Propagation
We propose consensus propagation, an asynchronous distributed protocol for averaging numbers across a network. We establish convergence, characterize the convergence rate for regul...
Ciamac Cyrus Moallemi, Benjamin Van Roy
ICPR
2010
IEEE
14 years 9 months ago
Approximate Belief Propagation by Hierarchical Averaging of Outgoing Messages
Abstract—This paper presents an approximate belief propagation algorithm that replaces outgoing messages from a node with the averaged outgoing message and propagates messages fr...
Koichi Ogawara
ICASSP
2011
IEEE
14 years 1 months ago
A segmentation method for textured images based on the maximum posterior mode criterion
We consider the problem of semi-supervised segmentation of textured images. Recently, reweighted belief propagation has been introduced as a solution for Bayesian inference with r...
Frédéric Lehmann