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» Nonparametric Belief Propagation
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TIT
2008
129views more  TIT 2008»
15 years 1 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 10 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 9 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 8 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