Multiscale stochastic modeling for tractable inference and data assimilation
type: Item
instance of: scholarly article
title: Multiscale stochastic modeling for tractable inference and data assimilation
zbMATH Open document ID: 1197.65015
author: Myung Jin Choi
author: Venkat Chandrasekaran
author: Dmitry M. Malioutov
author: Jason K. Johnson
author: Alan S. Willsky
published in: Computer Methods in Applied Mechanics and Engineering
publication date: 2010-09-13T00:00:00Z
Mathematics Subject Classification ID: 65C60
Mathematics Subject Classification ID: 65C20
Mathematics Subject Classification ID: 62F10
zbMATH DE Number: 5784840
zbMATH Keywords: graphical models
zbMATH Keywords: multiresolution models
zbMATH Keywords: statistical inference
zbMATH Keywords: data assimilation
zbMATH Keywords: numerical examples
zbMATH Keywords: multiscale Gaussian models
zbMATH Keywords: Lagrangian relaxation
zbMATH Keywords: wavelet
zbMATH Keywords: estimation
zbMATH Keywords: algorithms
zbMATH Keywords: multipole methods
zbMATH Keywords: re-estimation problem
zbMATH Keywords: variance estimation methods
zbMATH Keywords: iterative algorithms
zbMATH Keywords: parameter estimation
MaRDI profile type: Publication
full work available at URL: j.cma.2007.12.021
OpenAlex ID: W2069245597
cites work: Q4834832
cites work: Multiresolution image classification by hierarchical modeling with two-dimensional hidden Markov models
cites work: Q4398864
cites work: Q4947393
cites work: Q4382293
cites work: Graphical models
cites work: Correctness of belief propagation in Gaussian graphical models of arbitrary topology
cites work: Multiscale representations of Markov random fields
cites work: Estimation in Gaussian Graphical Models Using Tractable Subgraphs: A Walk-Sum Analysis
cites work: Embedded Trees: Estimation of Gaussian Processes on Graphs with Cycles
cites work: A New Class of Upper Bounds on the Log Partition Function
cites work: MAP Estimation Via Agreement on Trees: Message-Passing and Linear Programming
cites work: A renormalization group approach to image processing problems
cites work: Q3809173
cites work: Multiscale autoregressive models and wavelets
cites work: Efficient Multiresolution Counterparts to Variational Methods for Surface Reconstruction
cites work: A fast algorithm for particle simulations
cites work: Q4139463
cites work: Random cascades on wavelet trees and their use in analyzing and modeling natural images
DOI: 10.1016/J.CMA.2007.12.021
description: scientific article; zbMATH DE number 5784840