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Accuracy Bounds for Belief Propagation

Accuracy Bounds for Belief Propagation

Conference on Uncertainty in Artificial Intelligence (UAI), 2007
20 June 2012
Alexander Ihler
ArXiv (abs)PDFHTML

Papers citing "Accuracy Bounds for Belief Propagation"

8 / 8 papers shown
Title
Circular Belief Propagation for Approximate Probabilistic Inference
Circular Belief Propagation for Approximate Probabilistic Inference
Vincent Bouttier
R. Jardri
S. Denéve
170
2
0
17 Mar 2024
Understanding the Behavior of Belief Propagation
Understanding the Behavior of Belief Propagation
Christian Knoll
3DV
128
5
0
05 Sep 2022
Anytime Exact Belief Propagation
Anytime Exact Belief Propagation
G. A. Ferreira
Quentin Bertrand
Charles Maussion
Rodrigo de Salvo Braz
63
0
0
27 Jul 2017
Fixed Points of Belief Propagation -- An Analysis via Polynomial
  Homotopy Continuation
Fixed Points of Belief Propagation -- An Analysis via Polynomial Homotopy Continuation
Christian Knoll
Franz Pernkopf
D. Mehta
Tianran Chen
209
18
0
20 May 2016
Lazy Factored Inference for Functional Probabilistic Programming
Lazy Factored Inference for Functional Probabilistic Programming
Avi Pfeffer
Brian E. Ruttenberg
A. Sliva
Michael Howard
Glenn Takata
TPM
85
2
0
11 Sep 2015
Active Tuples-based Scheme for Bounding Posterior Beliefs
Active Tuples-based Scheme for Bounding Posterior BeliefsJournal of Artificial Intelligence Research (JAIR), 2010
Bozhena Bidyuk
R. Dechter
E. Rollon
TPM
137
7
0
16 Jan 2014
Bayesian inference as iterated random functions with applications to
  sequential inference in graphical models
Bayesian inference as iterated random functions with applications to sequential inference in graphical modelsNeural Information Processing Systems (NeurIPS), 2013
Arash A. Amini
X. Nguyen
89
0
0
01 Nov 2013
Bethe Bounds and Approximating the Global Optimum
Bethe Bounds and Approximating the Global OptimumInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2012
Adrian Weller
Tony Jebara
131
15
0
31 Dec 2012
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