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map inference

130 papers

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Co-occurring keywords

graphical model (864) markov random field (303) combinatorial optimization (1039) linear programming relaxation (40) message passing (579) approximate inference (253) linear programming (227) lp relaxation (19) determinantal point process (140) probabilistic graphical model (226)

Papers

Globally Convergent Parallel MAP LP Relaxation Solver using the Frank-Wolfe Algorithm ICML 2014
Putting MRFs on a Tensor Train ICML 2014
Partial Optimality by Pruning for MAP-inference with General Graphical Models CVPR 2014
Maximum Persistency in Energy Minimization CVPR 2014
A Principled Approach for Coarse-to-Fine MAP Inference CVPR 2014
Simple MAP Inference via Low-Rank Relaxations NIPS 2014
An Integer Polynomial Programming Based Framework for Lifted MAP Inference NIPS 2014
Active Boundary Annotation using Random MAP Perturbations AISTATS 2014
Scalable Semidefinite Relaxation for Maximum A Posterior Estimation ICML 2014
Global Sensitivity Analysis for MAP Inference in Graphical Models NIPS 2014
An Exemplar-based CRF for Multi-instance Object Segmentation CVPR 2014
Dual Decomposition for Joint Discrete-Continuous Optimization AISTATS 2013
Global MAP-Optimality by Shrinking the Combinatorial Search Area with Convex Relaxation NIPS 2013
A Principled Deep Random Field Model for Image Segmentation CVPR 2013
Bethe Bounds and Approximating the Global Optimum AISTATS 2013
A Generic Deformation Model for Dense Non-rigid Surface Registration: A Higher-Order MRF-Based Approach ICCV 2013
Universality of the Local Marginal Polytope CVPR 2013
Towards Efficient and Exact MAP-Inference for Large Scale Discrete Computer Vision Problems via Combinatorial Optimization CVPR 2013
Bilinear Programming for Human Activity Recognition with Unknown MRF Graphs CVPR 2013
Active MAP Inference in CRFs for Efficient Semantic Segmentation ICCV 2013
Scaling the Indian Buffet Process via Submodular Maximization ICML 2013
A Graphical Transformation for Belief Propagation: Maximum Weight Matchings and Odd-Sized Cycles NIPS 2013
Approximate Inference in Collective Graphical Models ICML 2013
A Fast and Exact Energy Minimization Algorithm for Cycle MRFs ICML 2013
Inference algorithms for pattern-based CRFs on sequence data ICML 2013