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» Nonparametric Belief Propagation
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TIT
2008
129views more  TIT 2008»
14 years 9 months ago
Serial Schedules for Belief-Propagation: Analysis of Convergence Time
Abstract--Low-Density Parity-Check (LDPC) codes are usually decoded by running an iterative belief-propagation algorithm over the factor graph of the code. In the traditional messa...
Jacob Goldberger, Haggai Kfir
CVPR
2011
IEEE
14 years 6 months ago
Wavelet Belief Propagation for Large Scale Inference Problems
Ruxandra Lasowski, Art Tevs, Michael Wand, Hans-Pe...
CORR
2011
Springer
146views Education» more  CORR 2011»
14 years 4 months ago
Finding undetected protein associations in cell signaling by belief propagation
Marc Bailly-Bechet, Christian Borgs, Alfredo Braun...
JMLR
2010
169views more  JMLR 2010»
14 years 4 months ago
Focused Belief Propagation for Query-Specific Inference
With the increasing popularity of largescale probabilistic graphical models, even "lightweight" approximate inference methods are becoming infeasible. Fortunately, often...
Anton Chechetka, Carlos Guestrin