Convergence Analysis of Reweighted Sum-Product Algorithms
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[1] Sekhar Tatikonda,et al. Loopy Belief Propogation and Gibbs Measures , 2002, UAI.
[2] John N. Tsitsiklis,et al. Parallel and distributed computation , 1989 .
[3] Gregory F. Cooper,et al. The Computational Complexity of Probabilistic Inference Using Bayesian Belief Networks , 1990, Artif. Intell..
[4] L. Yu. Kolotilina,et al. Bounds and inequalities for the Perron root of a nonnegative matrix. II. Circuit bounds and inequalities , 2005 .
[5] Tommi S. Jaakkola,et al. Convergent Propagation Algorithms via Oriented Trees , 2007, UAI.
[6] Alan L. Yuille,et al. CCCP Algorithms to Minimize the Bethe and Kikuchi Free Energies: Convergent Alternatives to Belief Propagation , 2002, Neural Computation.
[7] Martin J. Wainwright,et al. A new class of upper bounds on the log partition function , 2002, IEEE Transactions on Information Theory.
[8] L. Yu. Kolotilina,et al. Bounds for the singular values of a matrix involving its sparsity pattern , 2006 .
[9] Wim Wiegerinck. Approximations with Reweighted Generalized Belief Propagation , 2005, AISTATS.
[10] Durbin,et al. Biological Sequence Analysis , 1998 .
[11] Donald Geman,et al. Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images , 1984, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[12] H. Bethe. Statistical Theory of Superlattices , 1935 .
[13] Yair Weiss,et al. Correctness of Local Probability Propagation in Graphical Models with Loops , 2000, Neural Computation.
[14] A. Willsky. Multiresolution Markov models for signal and image processing , 2002, Proc. IEEE.
[15] Brendan J. Frey,et al. Factor graphs and the sum-product algorithm , 2001, IEEE Trans. Inf. Theory.
[16] H.-A. Loeliger,et al. An introduction to factor graphs , 2004, IEEE Signal Processing Magazine.
[17] Terrence J. Sejnowski,et al. A Variational Principle for Graphical Models , 2007 .
[18] William T. Freeman,et al. Learning Low-Level Vision , 1999, Proceedings of the Seventh IEEE International Conference on Computer Vision.
[19] William T. Freeman,et al. Constructing free-energy approximations and generalized belief propagation algorithms , 2005, IEEE Transactions on Information Theory.
[20] Michael I. Jordan,et al. Graphical Models, Exponential Families, and Variational Inference , 2008, Found. Trends Mach. Learn..
[21] Martin J. Wainwright,et al. Tree-based reparameterization framework for analysis of sum-product and related algorithms , 2003, IEEE Trans. Inf. Theory.
[22] Tom Heskes,et al. On the Uniqueness of Loopy Belief Propagation Fixed Points , 2004, Neural Computation.
[23] James M. Ortega,et al. Iterative solution of nonlinear equations in several variables , 2014, Computer science and applied mathematics.
[24] David J. Spiegelhalter,et al. Local computations with probabilities on graphical structures and their application to expert systems , 1990 .
[25] Hilbert J. Kappen,et al. Approximate Inference and Constrained Optimization , 2002, UAI.
[26] Tom Heskes,et al. Fractional Belief Propagation , 2002, NIPS.
[27] Frank R. Kschischang. Codes defined on graphs , 2003, IEEE Commun. Mag..
[28] Biing-Hwang Juang,et al. Fundamentals of speech recognition , 1993, Prentice Hall signal processing series.
[29] Anat Levin,et al. Learning to Combine Bottom-Up and Top-Down Segmentation , 2006, ECCV.
[30] John W. Fisher,et al. Loopy Belief Propagation: Convergence and Effects of Message Errors , 2005, J. Mach. Learn. Res..
[31] Hilbert J. Kappen,et al. Sufficient Conditions for Convergence of Loopy Belief Propagation , 2005, UAI.