Submitted to the Annals of Statistics SUPPLEMENTARY MATERIAL FOR: ESTIMATION OF (NEAR) LOW-RANK MATRICES WITH NOISE AND HIGH-DIMENSIONAL SCALING By Sahand Negahban and Martin J. Wainwright

Source URL: www.eecs.berkeley.edu

• Physics
• Biblical criticism
• Symbol
• Graphic design
• Spinor
• Alphabetic writing systems
• Letter
• Typography

Graphical models and message-passing algorithms: Some introductory lectures Martin J. Wainwright 1 Introduction Graphical models provide a framework for describing statistical dependencies in

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• Probability and statistics
• Markov models
• Markov processes
• Bayesian statistics
• Statistical models
• Markov random field
• Markov chain
• Directed acyclic graph
• Markov property
• Statistics
• Graph theory
• Graphical models

ST01CH11-Wainwright ARI Annual Review of Statistics and Its Application[removed]:[removed]Downloaded from www.annualreviews.org by ${individualUser.displayName} on[removed]For personal use only.

Source URL: www.eecs.berkeley.edu

• Estimation theory
• Linear algebra
• Statistical theory
• Econometrics
• M-estimators
• Fisher information
• Tikhonov regularization
• Maximum likelihood
• Parametric model
• Statistics
• Algebra
• Mathematics

Tree-reweighted belief propagation algorithms and approximate ML estimation by pseudo-moment matching Martin J. Wainwright Dept. of EECS, UC Berkeley Berkeley, CA 94705

Source URL: www.eecs.berkeley.edu

• M-estimators
• Maximum likelihood
• Statistical theory
• Entailment
• Fisher information
• Belief propagation
• Statistics
• Estimation theory
• Logic

Porto Alegre Special Notes towards a new politics n e w s t ra t e g i e s f o r p e o p l e p o w e r Hilary Wainwright

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• Direct democracy
• Politics
• Economic ideologies
• Political ideologies
• Socialism
• Participatory democracy
• E-democracy
• Popular democracy
• Liberal democracy
• Political philosophy
• Democracy
• Sociology

A New Look at Survey Propagation and Its Generalizations ELITZA MANEVA, ELCHANAN MOSSEL, AND MARTIN J. WAINWRIGHT University of California—Berkeley, Berkeley, California Abstract. This article provides a new conceptual

Source URL: www.eecs.berkeley.edu

• Constraint programming
• Graphical models
• Probability theory
• Logic in computer science
• Boolean satisfiability problem
• Belief propagation
• Markov random field
• Constraint satisfaction problem
• Unit propagation
• Theoretical computer science
• Applied mathematics
• Mathematics

R Foundations and Trends
in Machine Learning Vol. 1, Nos. 1–[removed]–305 c 2008 M. J. Wainwright and M. I. Jordan

Source URL: www.eecs.berkeley.edu

• Statistical models
• Graph operations
• Clique
• Tree decomposition
• Factor graph
• Directed acyclic graph
• Graph
• Clique problem
• Path decomposition
• Graph theory
• Graphical models
• Bayesian statistics

ISIT 2010, Austin, Texas, U.S.A., June[removed], 2010 Information-theoretic bounds on model selection for Gaussian Markov random fields Wei Wang , Martin J. Wainwright†, , and Kannan Ramchandran Department of Elect

Source URL: www.eecs.berkeley.edu

• Probability theory
• Data analysis
• Maximum likelihood
• Multivariate normal distribution
• Covariance matrix
• Normal distribution
• Consistent estimator
• Kullback–Leibler divergence
• Random matrix
• Statistics
• Statistical theory
• Estimation theory

Treewidth-based conditions for exactness of the Sherali-Adams and Lasserre relaxations Martin J. Wainwright Departments of Statistics, and Electrical Engineering and Computer Science University of California, Berkeley

Source URL: www.stat.berkeley.edu

• Hypergraph
• Hypertree
• Tree decomposition
• Vertex cover
• Linear programming
• Vector space
• Polyhedral combinatorics
• Graph theory
• Mathematics
• Algebra

2014 Maine Senior Games Lead Sponsor 5 K Road Race: June 1, Scarborough HS, 9:00am, Sunday Explore Track & Field Day: June 1, Scarborough HS, 11:30-2:00, Sunday Men’s Softball: June 21, Wainwright Field, South Portland

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