Matrix Product Belief Propagation for reweighted stochastic dynamics over graphs. [PDF]
Crotti S, Braunstein A.
europepmc +1 more source
Fourier Density Approximation for Belief Propagation in Wireless Sensor Networks [PDF]
Many distributed inference problems in wireless sensor networks can be represented by probabilistic graphical models, where belief propagation, an iterative message passing algorithm provides a promising solution. In order to make the algorithm efficient
Hanebeck, Uwe D. +7 more
core +1 more source
Loop Corrected Belief Propagation. [PDF]
Contains fulltext : 34557.pdf (author's version ) (Open Access)
Mooij, J. +3 more
openaire +2 more sources
Distributed maximum weight matching algorithm based on belief propagation
The existing belief propagation based distributed MWM algorithm might have oscillating and uncertain phenomenon,which could result in the solving procedure not convergence or not converging to the correct solution.A new distributed MWM algorithm was ...
Yuan ZHANG
doaj +2 more sources
Belief systems for persuasive discourse planning [PDF]
This thesis is concerned with the problem of construction of the logical structure of a persuasive discourse. A persuasive discourse can be defined as a monodirectional form of communication, generated by a speaker in order to convince a hearer about the
Garagnani, Massimiliano
core
Controversial Variable Node Selection-Based Adaptive Belief Propagation Decoding Algorithm Using Bit Flipping Check for JSCC Systems. [PDF]
Wang H, Zhang W, Jing Y, Chang Y, Liu Y.
europepmc +1 more source
Loopy Belief Propagation and Gibbs Measures
We address the question of convergence in the loopy belief propagation (LBP ...
Sekhar C. Tatikonda, Michael I. Jordan
core
Privacy-preserving and robust watermarking on sequential genome data using belief propagation and local differential privacy. [PDF]
Öksüz AÇ, Ayday E, Güdükbay U.
europepmc +1 more source
Low Complexity Approach for High Throughput Belief-Propagation based Decoding of LDPC Codes
The paper proposes a low complexity belief propagation (BP) based decoding algorithm for LDPC codes. In spite of the iterative nature of the decoding process, the proposed algorithm provides both reduced complexity and increased BER performances as ...
BOT, A. +3 more
doaj +1 more source
Research on rumor and anti rumor propagation models based on quantum superposition states
Building an effective rumor propagation model is the key to blocking rumor propagation. This article is based on the quantum superposition theory, analyzing the propagation decision of unknown individuals from the perspectives of consciousness and ...
Wenrong Zheng +4 more
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