25 citations · 33 across the 10 of their papers we have counts for
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cs.IT2014
A Novel Stochastic Decoding of LDPC Codes with Quantitative Guarantees
Nima Noorshams, Aravind Iyengar
Low-density parity-check codes, a class of capacity-approaching linear codes, are particularly recognized for their efficient decoding scheme. The decoding scheme, known as the sum…
cs.IT2012★ 25 cited
Belief Propagation for Continuous State Spaces: Stochastic Message-Passing with Quantitative Guarantees
Nima Noorshams, Martin J. Wainwright
The sum-product or belief propagation (BP) algorithm is a widely used message-passing technique for computing approximate marginals in graphical models. We introduce a new techniqu…
cs.IT2011
Stochastic Belief Propagation: A Low-Complexity Alternative to the Sum-Product Algorithm
Nima Noorshams, Martin J. Wainwright
The sum-product or belief propagation (BP) algorithm is a widely-used message-passing algorithm for computing marginal distributions in graphical models with discrete variables. At…