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1207.1395
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On the optimality of tree-reweighted max-product message-passing
Conference on Uncertainty in Artificial Intelligence (UAI), 2005
4 July 2012
V. Kolmogorov
Martin J. Wainwright
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Papers citing
"On the optimality of tree-reweighted max-product message-passing"
25 / 25 papers shown
Beyond Perturbation Stability: LP Recovery Guarantees for MAP Inference on Noisy Stable Instances
International Conference on Artificial Intelligence and Statistics (AISTATS), 2021
Hunter Lang
Aravind Reddy
David Sontag
Aravindan Vijayaraghavan
193
3
0
26 Feb 2021
Can We Learn Heuristics For Graphical Model Inference Using Reinforcement Learning?
Safa Messaoud
Maghav Kumar
Alex Schwing
284
5
0
27 Apr 2020
Discrete graphical models -- an optimization perspective
Foundations and Trends in Computer Graphics and Vision (FTCGV), 2019
Bogdan Savchynskyy
242
26
0
24 Jan 2020
Polynomial-Time Exact MAP Inference on Discrete Models with Global Dependencies
Alexander Bauer
Shinichi Nakajima
TPM
327
0
0
27 Dec 2019
Belief Propagation Min-Sum Algorithm for Generalized Min-Cost Network Flow
Andrii Riazanov
Yury Maximov
Michael Chertkov
3DV
162
1
0
20 Oct 2017
Memory Efficient Max Flow for Multi-label Submodular MRFs
Computer Vision and Pattern Recognition (CVPR), 2016
Thalaiyasingam Ajanthan
Leonid Sigal
Mathieu Salzmann
143
11
0
20 Feb 2017
Submodular relaxation for inference in Markov random fields
A. Osokin
Dmitry Vetrov
168
7
0
15 Jan 2015
Tree-based iterated local search for Markov random fields with applications in image analysis
Journal of Heuristics (JH), 2014
T. Tran
Dinh Q. Phung
Svetha Venkatesh
177
2
0
22 Jul 2014
Efficient Semidefinite Branch-and-Cut for MAP-MRF Inference
International Journal of Computer Vision (IJCV), 2014
Peng Wang
Chunhua Shen
Anton Van Den Hengel
Juil Sock
342
3
0
20 Apr 2014
Compact Relaxations for MAP Inference in Pairwise MRFs with Piecewise Linear Priors
Christopher Zach
Christian Häne
75
0
0
14 Aug 2013
Discrete Energy Minimization, beyond Submodularity: Applications and Approximations
Shai Bagon
176
3
0
27 Oct 2012
MAP Estimation, Linear Programming and Belief Propagation with Convex Free Energies
Conference on Uncertainty in Artificial Intelligence (UAI), 2007
Yair Weiss
C. Yanover
Talya Meltzer
229
173
0
20 Jun 2012
Node Splitting: A Scheme for Generating Upper Bounds in Bayesian Networks
Conference on Uncertainty in Artificial Intelligence (UAI), 2007
Arthur Choi
M. Chavira
Adnan Darwiche
TPM
204
41
0
20 Jun 2012
Tightening LP Relaxations for MAP using Message Passing
Conference on Uncertainty in Artificial Intelligence (UAI), 2008
David Sontag
Talya Meltzer
Amir Globerson
Tommi Jaakkola
Yair Weiss
315
320
0
13 Jun 2012
Zero-Temperature Limit of a Convergent Algorithm to Minimize the Bethe Free Energy
Tomáš Werner
240
1
0
22 Dec 2011
Large Scale Correlation Clustering Optimization
Shai Bagon
Meirav Galun
174
57
0
13 Dec 2011
On Partial Opimality by Auxiliary Submodular Problems
Alexander Shekhovtsov
Václav Hlaváč
188
8
0
06 Sep 2011
Interpreting Graph Cuts as a Max-Product Algorithm
Daniel Tarlow
Inmar E. Givoni
R. Zemel
B. Frey
221
3
0
05 May 2011
Submodular Decomposition Framework for Inference in Associative Markov Networks with Global Constraints
Computer Vision and Pattern Recognition (CVPR), 2011
A. Osokin
Dmitry Vetrov
V. Kolmogorov
247
15
0
05 Mar 2011
Joint Structured Models for Extraction from Overlapping Sources
Rahul Gupta
Sunita Sarawagi
275
6
0
01 May 2010
Message-Passing Algorithms: Reparameterizations and Splittings
IEEE Transactions on Information Theory (TIT), 2010
Nicholas Ruozzi
S. Tatikonda
TPM
535
32
0
17 Feb 2010
Norm-Product Belief Propagation: Primal-Dual Message-Passing for Approximate Inference
IEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2009
Tamir Hazan
Amnon Shashua
TPM
1.1K
122
0
18 Mar 2009
Message-passing for Maximum Weight Independent Set
IEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2008
Sujay Sanghavi
Devavrat Shah
A. Willsky
307
122
0
31 Jul 2008
Exactness of Belief Propagation for Some Graphical Models with Loops
Michael Chertkov
569
17
0
02 Jan 2008
Lagrangian Relaxation for MAP Estimation in Graphical Models
Jason K. Johnson
Dmitry Malioutov
A. Willsky
546
86
0
28 Sep 2007
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