Research graph
References from Graphical Models, Exponential Families, and Variational Inference. Local targets link to admitted publications; unresolved targets remain external evidence.
10.1002/0471249688
10.1002/0471249688 · 2002 · External reference
The generalized distributive law
10.1109/18.825794 · 2000 · External reference
Unresolved reference
1966 · External reference
Differential geometry of curved exponential families — curvatures and information loss
10.1214/aos/1176345779 · 1982 · External reference
Unresolved reference
2000 · External reference
A note on the cluster variation method
10.1007/bf01019726 · 1988 · External reference
Counting without sampling: New algorithms for enumeration problems wiusing statistical physics
10.1145/1109557.1109655 · 2006 · External reference
Model selection through sparse maximum likelihood estimation for multivariate Gaussian or binary data
2008 · External reference
On the cycle polytope of a binary matroid
10.1016/0095-8956(86)90063-8 · 1986 · External reference
Unresolved reference
1999 · External reference
Unresolved reference
1978 · External reference
Unresolved reference
1982 · External reference
Belief-propagation for weighted b-matchings on arbitrary graphs and its relation to linear programs with integer solutions
2007 · External reference
Unresolved reference
2007 · External reference
Unresolved reference
2005 · External reference
Unresolved reference
2003 · External reference
Unresolved reference
1964 · External reference
On the inherent intractability of certain coding problems
10.1109/tit.1978.1055873 · 1978 · External reference
Unresolved reference
1972 · External reference
Unresolved reference
1995 · External reference
Unresolved reference
1995 · External reference
Unresolved reference
1998 · External reference
Unresolved reference
2003 · External reference
Unresolved reference
1997 · External reference
Spatial interaction and the statistical analysis of lattice systems
10.1111/j.2517-6161.1974.tb00999.x · 1974 · External reference
Statistical analysis of non-lattice data
10.2307/2987782 · 1975 · External reference
On the statistical analysis of dirty pictures
10.1111/j.2517-6161.1986.tb01412.x · 1986 · External reference
Spatial statistics and Bayesian computation
10.1111/j.2517-6161.1993.tb01467.x · 1993 · External reference
Statistics theory of superlattices
1935 · External reference
Unresolved reference
2001 · External reference
Variational inference for Dirichlet process mixtures
2005 · External reference
Latent Dirichlet allocation
2003 · External reference
A tourist guide through treewidth
1993 · External reference
10.1007/978-1-4612-9967-7
10.1007/978-1-4612-9967-7 · 1979 · External reference
10.1007/978-1-4612-0619-4
10.1007/978-1-4612-0619-4 · 1998 · External reference
Upper bounds for quadratic 0-1 maximization
10.1016/0167-6377(90)90044-6 · 1990 · External reference
Pseudo-boolean optimization
10.1016/s0166-218x(01)00341-9 · 2002 · External reference
Unresolved reference
1999 · External reference
10.1017/cbo9780511804441
10.1017/cbo9780511804441 · 2004 · External reference
Unresolved reference
1998 · External reference
Survey propagation: An algorithm for satisfiability
2003 · External reference
The relaxation method for finding the common point of convex sets and its application to the solution of problems in convex programming
10.1016/0041-5553(67)90069-9 · 1967 · External reference
Unresolved reference
1986 · External reference
Finding the genes in genomic DNA
10.1016/s0959-440x(98)80069-9 · 1998 · External reference
Unresolved reference
1988 · External reference
Distributed fusion in sensor networks
10.1109/msp.2006.1657816 · 2006 · External reference
Unresolved reference
1987 · External reference
A linear programming formulation and approximation algorithms for the metric labeling problem
10.1137/s0895480101396937 · 2005 · External reference
Unresolved reference
2003 · External reference
Unresolved reference
2006 · External reference
Loop series for discrete statistical models on graphs
2006 · External reference
Unresolved reference
2007 · External reference
Unresolved reference
2006 · External reference
On the spanning tree polyhedron
10.1016/0167-6377(89)90029-1 · 1989 · External reference
The complexity of theorem-proving procedures
1971 · External reference
Unresolved reference
1990 · External reference
Unresolved reference
1991 · External reference
Markov random field texture models
10.1109/tpami.1983.4767341 · 1983 · External reference
A geometric interpretation of Darroch and Ratcliff’s generalized iterative scaling
10.1214/aos/1176347279 · 1989 · External reference
Information geometry and alternating minimization procedures
1984 · External reference
Generalized iterative scaling for log-linear models
10.1214/aoms/1177692379 · 1972 · External reference
Probabilistic analysis of linear programming decoding
10.1109/tit.2008.926452 · 2008 · External reference
First order methods for sparse covariance selection
2008 · External reference
Unresolved reference
2003 · External reference
Applications of a general propagation algorithm for probabilistic expert systems
10.1007/bf01890546 · 1992 · External reference
Unresolved reference
2003 · External reference
10.1137/1.9781611971446
10.1137/1.9781611971446 · 1997 · External reference
Maximum likelihood from incomplete data via the EM algorithm
10.1111/j.2517-6161.1977.tb01600.x · 1977 · External reference
10.1007/978-3-642-04295-9
10.1007/978-3-642-04295-9 · 1997 · External reference
Unresolved reference
2006 · External reference
Maximum entropy density estimation with generalized regularization and an application to species distribution modeling
2007 · External reference
10.1017/cbo9780511790492
10.1017/cbo9780511790492 · 1998 · External reference
Matroids and the greedy algorithm
10.1007/bf01584082 · 1971 · External reference
The geometry of exponential families
10.1214/aos/1176344130 · 1978 · External reference
Unresolved reference
2006 · External reference
Unresolved reference
2002 · External reference
LP decoding corrects a constant fraction of errors
10.1109/tit.2006.887523 · 2007 · External reference
Using linear programming to decode binary linear codes
10.1109/tit.2004.842696 · 2005 · External reference
Evolutionary trees from DNA sequences: A maximum likelihood approach
10.1007/bf01734359 · 1981 · External reference
Contingency tables and log-linear models: Basic results and new developments
10.1080/01621459.2000.10474242 · 2000 · External reference
On the dimer solution of planar Ising models
10.1063/1.1704825 · 1966 · External reference
The Viterbi algorithm
10.1109/proc.1973.9030 · 1973 · External reference
10.1007/978-1-4613-0165-3_5
10.1007/978-1-4613-0165-3_5 · 2001 · External reference
Learning low-level vision
10.1023/a:1026501619075 · 2000 · External reference
Unresolved reference
2001 · External reference
Signal-space characterization of iterative decoding
10.1109/18.910587 · 2001 · External reference
10.7551/mitpress/4347.001.0001
10.7551/mitpress/4347.001.0001 · 1963 · External reference
Sampling-based approaches to calculating marginal densities
10.1080/01621459.1990.10476213 · 1990 · External reference
Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images
10.1109/tpami.1984.4767596 · 1984 · External reference
10.1515/9783110850147
10.1515/9783110850147 · 1988 · External reference
Unresolved reference
2001 · External reference
Factorial hidden Markov models
10.1023/a:1007425814087 · 1997 · External reference
Unresolved reference
1996 · External reference
Unresolved reference
2006 · External reference
Unresolved reference
2007 · External reference
Unresolved reference
2007 · External reference
Unresolved reference
2007 · External reference
Improved approximation algorithms for maximum cut and satisfiability problems using semidefinite programming
10.1145/227683.227684 · 1995 · External reference
Unresolved reference
1996 · External reference
Truncating the loop series expansion for BP
2007 · External reference
Exact maximum a posteriori estimation for binary images
10.1111/j.2517-6161.1989.tb01764.x · 1989 · External reference
A theorem about random fields
10.1112/blms/5.1.81 · 1973 · External reference
10.1007/978-3-642-78240-4
10.1007/978-3-642-78240-4 · 1993 · External reference
Decomposition and optimization over cycles in binary matroids
10.1016/0095-8956(89)90052-x · 1989 · External reference
Roof duality, complementation, and persistency in quadratic 0-1 optimization
10.1007/bf02612354 · 1984 · External reference
Markov fields on finite graphs and lattices
1971 · External reference
The use of Markov random fields as models of texture
10.1016/0146-664x(80)90019-2 · 1980 · External reference
Unresolved reference
2008 · External reference
On the uniqueness of loopy belief propagation fixed points
10.1162/0899766041941943 · 2004 · External reference
Convexity arguments for efficient minimization of the Bethe and Kikuchi free energies
10.1613/jair.1933 · 2006 · External reference
Unresolved reference
2003 · External reference
Unresolved reference
1993 · External reference
10.1007/978-3-642-56468-0
10.1007/978-3-642-56468-0 · 2001 · External reference
10.1017/cbo9780511810817
10.1017/cbo9780511810817 · 1985 · External reference
Unresolved reference
2005 · External reference
Unresolved reference
2007 · External reference
Unresolved reference
2001 · External reference
Loopy belief propagation: Convergence and effects of message errors
2005 · External reference
Beitrag zur théorie der ferromagnetismus
10.1007/bf02980577 · 1925 · External reference
10.7551/mitpress/1100.003.0014
10.7551/mitpress/1100.003.0014 · 2001 · External reference
Unresolved reference
1999 · External reference
Variational probabilistic inference and the QMR-DT network
10.1613/jair.583 · 1999 · External reference
Information theory and statistical mechanics
10.1103/physrev.106.620 · 1957 · External reference
Unresolved reference
2007 · External reference
An introduction to variational methods for graphical models
10.1023/a:1007665907178 · 1999 · External reference
Unresolved reference
2000 · External reference
Efficient learning in Boltzmann machines using linear response theory
10.1162/089976698300017386 · 1998 · External reference
Unresolved reference
2002 · External reference
Unresolved reference
2001 · External reference
Unresolved reference
1966 · External reference
10.1007/978-1-4684-2001-2_9
10.1007/978-1-4684-2001-2_9 · 1972 · External reference
Dimer statistics and phase transitions
10.1063/1.1703953 · 1963 · External reference
The theory of cooperative phenomena
10.1103/physrev.81.988 · 1951 · External reference
Unresolved reference
2000 · External reference
Approximation algorithms for classification problems with pairwise relationships: Metric labeling and Markov random fields
10.1145/585265.585268 · 2002 · External reference
Unresolved reference
2003 · External reference
Convergent tree-reweighted message-passing for energy minimization
10.1109/tpami.2006.200 · 2006 · External reference
Unresolved reference
2005 · External reference
Unresolved reference
2007 · External reference
Two-dimensional programming in image analysis problems
1976 · External reference
Predicting transmembrane protein topology with a hidden Markov model: Application to complete genomes
10.1006/jmbi.2000.4315 · 2001 · External reference
Iterative decoding of compound codes by probability propagation in graphical models
10.1109/49.661110 · 1998 · External reference
Factor graphs and the sum-product algorithm
10.1109/18.910572 · 2001 · External reference
Unresolved reference
2008 · External reference
Unresolved reference
2008 · External reference
Solving Markov random fields using second order cone programming
2006 · External reference
An explicit equivalent positive semidefinite program for nonlinear 0-1 programs
10.1137/s1052623400380079 · 2001 · External reference
Global optimization with polynomials and the problem of moments
10.1137/s1052623400366802 · 2001 · External reference
Unresolved reference
2002 · External reference
A comparison of the Sherali-Adams, Lovász-Schrijver and Lasserre relaxations for 0-1 programming
10.1287/moor.28.3.470.16391 · 2003 · External reference
Unresolved reference
1989 · External reference
Propagation of probabilities, means and variances in mixed graphical association models
10.1080/01621459.1992.10476265 · 1992 · External reference
10.1093/oso/9780198522195.001.0001
10.1093/oso/9780198522195.001.0001 · 1996 · External reference
Local computations with probabilities on graphical structures and their application to expert systems
10.1111/j.2517-6161.1988.tb01721.x · 1988 · External reference
Learning in higher order Boltzmann machines using linear response
10.1016/s0893-6080(00)00011-3 · 2000 · External reference
Unresolved reference
2001 · External reference
An introduction to factor graphs
10.1109/msp.2004.1267047 · 2004 · External reference
10.1007/978-3-642-68874-4_10
10.1007/978-3-642-68874-4_10 · 1983 · External reference
Cones of matrices, set-functions and 0-1 optimization
10.1137/0801013 · 1991 · External reference
Improved low-density parity check codes using irregular graphs
10.1109/18.910576 · 2001 · External reference
Walk-sums and belief propagation in Gaussian graphical models
2006 · External reference
A new look at survey propagation and its generalizations
10.1145/1255443.1255445 · 2007 · External reference
Unresolved reference
1999 · External reference
Unresolved reference
1982 · External reference
Multiple-sequence functional annotation and the generalized hidden Markov phylogeny
10.1093/bioinformatics/bth153 · 2004 · External reference
Turbo decoding as an instance of Pearl’s belief propagation algorithm
10.1109/49.661103 · 1998 · External reference
Unresolved reference
2002 · External reference
Unresolved reference
2005 · External reference
Unresolved reference
2008 · External reference
Analytic and algorithmic solution of random satisfiability problems
10.1126/science.1073287 · 2002 · External reference
Random K-satisfiability: From an analytic solution to an efficient algorithm
10.1103/physreve.66.056126 · 2002 · External reference
Unresolved reference
2001 · External reference
Unresolved reference
2004 · External reference
Unresolved reference
2004 · External reference
Unresolved reference
2001 · External reference
Unresolved reference
2006 · External reference
Unresolved reference
2007 · External reference
Unresolved reference
2005 · External reference
Unresolved reference
1999 · External reference
Unresolved reference
1999 · External reference
Semidefinite relaxation and non-convex quadratic optimization
1997 · External reference
10.7551/mitpress/1100.003.0011
10.7551/mitpress/1100.003.0011 · 2001 · External reference
Gaussian processes for classification: Mean field algorithms
10.1162/089976600300014881 · 2000 · External reference
Tractable approximations for probabilistic models: The adaptive Thouless-Anderson-Palmer approach
10.1103/physrevlett.86.3695 · 2001 · External reference
Expectation-consistent approximate inference
2005 · External reference
Unresolved reference
1992 · External reference
The Boolean quadric polytope: Some characteristics, facets and relatives
10.1007/bf01589101 · 1989 · External reference
Unresolved reference
2002 · External reference
Estimation and marginalization using Kikuchi approximation methods
10.1162/0899766054026693 · 2005 · External reference
Unresolved reference
1988 · External reference
Semidefinite programming relaxations for semialgebraic problems
10.1007/s10107-003-0387-5 · 2003 · External reference
Unresolved reference
1988 · External reference
Gene finding with a hidden Markov model of genome structure and evolution
10.1093/bioinformatics/19.2.219 · 2003 · External reference
10.7551/mitpress/2022.001.0001
10.7551/mitpress/2022.001.0001 · 2000 · External reference
Convergence condition of the TAP equation for the infinite-ranged Ising model
10.1088/0305-4470/15/6/035 · 1982 · External reference
Unresolved reference
1993 · External reference
10.1145/1390156.1390257
10.1145/1390156.1390257 · 2008 · External reference
Quadratic programming relaxations for metric labeling and Markov random field map estimation
2006 · External reference
The capacity of low-density parity check codes under message-passing decoding
10.1109/18.910577 · 2001 · External reference
10.1017/cbo9780511791338
10.1017/cbo9780511791338 · 2008 · External reference
10.1002/0471725218
10.1002/0471725218 · 1981 · External reference
Unresolved reference
1999 · External reference
10.1515/9781400873173
10.1515/9781400873173 · 1970 · External reference
Convergence analysis of reweighted sum-product algorithms
10.1109/tsp.2008.924136 · 2008 · External reference
Unresolved reference
2000 · External reference
Unresolved reference
2007 · External reference
Unresolved reference
2007 · External reference
Unresolved reference
1995 · External reference
Unresolved reference
1996 · External reference
Syntactic analysis of two-dimensional visual signals in noisy conditions
1976 · External reference
Unresolved reference
1989 · External reference
Unresolved reference
2003 · External reference
Unresolved reference
2005 · External reference
Unresolved reference
2007 · External reference
Matroids and multi-commodity flows
10.1016/s0195-6698(81)80033-9 · 1981 · External reference
Probability propagation
10.1007/bf01531015 · 1990 · External reference
A hierarchy of relaxations between the continuous and convex hull representations for zero-one programming problems
10.1137/0403036 · 1990 · External reference
Combining phylogenetic and hidden Markov models in biosequence analysis
2003 · External reference
Unresolved reference
2007 · External reference
Gaussian Markov distributions over finite graphs
10.1214/aos/1176349846 · 1986 · External reference
10.1017/cbo9780511805967
10.1017/cbo9780511805967 · 1997 · External reference
10.1017/cbo9780511805967
10.1017/cbo9780511805967 · 1997 · External reference
Embedded trees: Estimation of Gaussian processes on graphs with cycles
10.1109/tsp.2004.836539 · 2004 · External reference
Unresolved reference
2008 · External reference
Unresolved reference
2005 · External reference
Unresolved reference
2007 · External reference
Comparative study of energy minimization methods for Markov random fields
10.1109/tpami.2007.70844 · 2008 · External reference
Unresolved reference
2006 · External reference
Cluster variation method and image restoration problem
10.1016/0375-9601(95)00387-i · 1995 · External reference
Unresolved reference
2002 · External reference
Unresolved reference
2003 · External reference
Multilocus linkage analysis by blocked Gibbs sampling
10.1023/a:1008947712763 · 2000 · External reference
10.1017/cbo9780511802256
10.1017/cbo9780511802256 · 1998 · External reference
Semidefinite programming
10.1137/1038003 · 1996 · External reference
Determinant maximization with linear matrix inequality constraints
10.1137/s0895479896303430 · 1998 · External reference
10.1007/978-3-662-04565-7
10.1007/978-3-662-04565-7 · 2003 · External reference
Abstract dynamic programming models under commutativity conditions
10.1137/0325054 · 1987 · External reference
Unresolved reference
2004 · External reference
Unresolved reference
2006 · External reference
Unresolved reference
2002 · External reference
Estimating the “wrong” graphical model: Benefits in the computation-limited regime
2006 · External reference
Tree-based reparameterization framework for analysis of sum-product and related algorithms
10.1109/tit.2003.810642 · 2003 · External reference
Tree-reweighted belief propagation algorithms and approximate ML, estimation by pseudomoment matching
2003 · External reference
Tree consistency and bounds on the max-product algorithm and its generalizations
10.1023/b:stco.0000021412.33763.d5 · 2004 · External reference
Exact MAP estimates via agreement on (hyper)trees: Linear programming and message-passing
10.1109/tit.2005.856938 · 2005 · External reference
A new class of upper bounds on the log partition function
10.1109/tit.2005.850091 · 2005 · External reference
Unresolved reference
2004 · External reference
Log-determinant relaxation for approximate inference in discrete Markov random fields
10.1109/tsp.2006.874409 · 2006 · External reference
Correctness of local probability propagation in graphical models with loops
10.1162/089976600300015880 · 2000 · External reference
Unresolved reference
2000 · External reference
Unresolved reference
2007 · External reference
Unresolved reference
2005 · External reference
Unresolved reference
2006 · External reference
Unresolved reference
2001 · External reference
Unresolved reference
2004 · External reference
A linear programming approach to max-sum problem: A review
10.1109/tpami.2007.1036 · 2007 · External reference
Unresolved reference
1996 · External reference
Codes and iterative decoding on general graphs
10.1002/ett.4460060507 · 1995 · External reference
Unresolved reference
2000 · External reference
Unresolved reference
2005 · External reference
Unresolved reference
2002 · External reference
Multiresolution Markov models for signal and image processing
10.1109/jproc.2002.800717 · 2002 · External reference
Markov image modeling
10.1109/tac.1978.1101866 · 1978 · External reference
10.1007/978-3-642-60629-8
10.1007/978-3-642-60629-8 · 1997 · External reference
Linear programming relaxations and belief propagation: An empirical study
2006 · External reference
10.1007/978-3-540-71681-5_27
10.1007/978-3-540-71681-5_27 · 2007 · External reference
10.7551/mitpress/1100.003.0007
10.7551/mitpress/1100.003.0007 · 2001 · External reference
Unresolved reference
2001 · External reference
Constructing free energy approximations and generalized belief propagation algorithms
10.1109/tit.2005.850085 · 2005 · External reference
CCCP algorithms to minimize the Bethe and Kikuchi free energies: Convergent alternatives to belief propagation
10.1162/08997660260028674 · 2002 · External reference
10.1007/978-1-4613-8431-1
10.1007/978-1-4613-8431-1 · 1995 · External reference
