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IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 07/2003, Volume 25, Issue 7, pp. 787 - 800
Journal Article
IEEE Signal Processing Letters, ISSN 1070-9908, 02/2014, Volume 21, Issue 2, pp. 145 - 149
Journal Article
IEEE Transactions on Signal Processing, ISSN 1053-587X, 01/2010, Volume 58, Issue 1, pp. 269 - 280
Journal Article
International Journal of Computer Vision, ISSN 0920-5691, 10/2006, Volume 70, Issue 1, pp. 41 - 54
Journal Article
IEEE Transactions on Circuits and Systems for Video Technology, ISSN 1051-8215, 05/2011, Volume 21, Issue 5, pp. 525 - 537
Journal Article
Journal of Artificial Intelligence Research, ISSN 1076-9757, 01/2010, Volume 37, pp. 279 - 328
The paper investigates parameterized approximate message-passing schemes that are based on bounded inference and are inspired by Pearl's belief propagation... 
PROBABILISTIC INFERENCE | NETWORKS | GENERAL SCHEME | BELIEF | HEURISTICS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Computer Science - Artificial Intelligence
Journal Article
IEEE Transactions on Communications, ISSN 0090-6778, 08/2012, Volume 60, Issue 8, pp. 2042 - 2047
We introduce two dithered belief propagation decoding algorithms to lower the error floor with a minimal hardware overhead. One of the algorithms can... 
Algorithm design and analysis | Error analysis | error floor | Vectors | Decoding | Complexity theory | LDPC codes | Iterative decoding | belief propagation decoding | Signal to noise ratio | DECODERS | INFORMATION | PARITY-CHECK CODES | TELECOMMUNICATIONS | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
IEEE Transactions on Knowledge and Data Engineering, ISSN 1041-4347, 04/2016, Volume 28, Issue 4, pp. 1007 - 1021
Journal Article
The Journal of Artificial Intelligence Research, ISSN 1076-9757, 2003, Volume 19, pp. 139 - 154
In this article we present an algorithm to compute bounds on the marginals of a graphical model. For several small clusters of nodes upper and lower bounds on... 
BELIEF NETWORKS | MODEL | INFERENCE | SPIN-GLASS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Computer Science - Artificial Intelligence
Journal Article
Physical Review E - Statistical, Nonlinear, and Soft Matter Physics, ISSN 1539-3755, 01/2013, Volume 87, Issue 1, p. 012134
Asusceptibility propagation that is constructed by combining a belief propagation and a linear response method is used for approximate computation for Markov... 
BOLTZMANN MACHINES | BELIEF PROPAGATION | MODELS | PHYSICS, MATHEMATICAL | PHYSICS, FLUIDS & PLASMAS | APPROXIMATE INFERENCE | Markov Chains | Scattering, Radiation | Algorithms | Models, Statistical | Computer Simulation
Journal Article
Statistics and Computing, ISSN 0960-3174, 5/2018, Volume 28, Issue 3, pp. 653 - 672
Journal Article
IEEE Signal Processing Letters, ISSN 1070-9908, 06/2016, Volume 23, Issue 6, pp. 828 - 832
Journal Article
ACM Transactions on Graphics (TOG), ISSN 0730-0301, 07/2005, Volume 24, Issue 3, pp. 861 - 868
In this paper, we introduce a novel approach to image completion, which we call structure propagation. In our system, the user manually specifies important... 
dynamic programming | image inpainting | user interaction | image completion | belief propagation | Image Completion | Image Inpainting | User Interaction | Dynamic Programming | Belief Propagation | COMPUTER SCIENCE, SOFTWARE ENGINEERING
Journal Article
Knowledge-Based Systems, ISSN 0950-7051, 01/2017, Volume 115, pp. 123 - 132
We propose a decentralized belief propagation-based method, PD-LBP, for multi-agent task allocation in open and dynamic grid and cloud environments where both... 
Dynamism and openness | Task allocation | Belief propagation | SUPPLY CHAIN FORMATION | NEGOTIATION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | RESOURCE | Computer science | Analysis | Methods
Journal Article