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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

Asynchronous Parallel Coordinate Minimization for MAP Inference NIPS 2017
Inference in Graphical Models via Semidefinite Programming Hierarchies NIPS 2017
Exact MAP Inference by Avoiding Fractional Vertices ICML 2017
Scalable MAP inference in Bayesian networks based on a Map-Reduce approach PGM 2016
Layered Scene Decomposition via the Occlusion-CRF CVPR 2016
Uprooting and Rerooting Graphical Models ICML 2016
Train and Test Tightness of LP Relaxations in Structured Prediction ICML 2016
Barrier Frank-Wolfe for Marginal Inference NIPS 2015
Parallel Recursive Best-First AND/OR Search for Exact MAP Inference in Graphical Models NIPS 2015
Lifted Inference Rules With Constraints NIPS 2015
Fast Lifted MAP Inference via Partitioning NIPS 2015
Message Passing for Collective Graphical Models ICML 2015
Proteins, Particles, and Pseudo-Max-Marginals: A Submodular Approach ICML 2015
M-Best-Diverse Labelings for Submodular Energies and Beyond NIPS 2015
Revisiting the Limits of MAP Inference by MWSS on Perfect Graphs AISTATS 2015
Smooth and Strong: MAP Inference with Linear Convergence NIPS 2015
Exactness of Approximate MAP Inference in Continuous MRFs NIPS 2015
Lifted Symmetry Detection and Breaking for MAP Inference NIPS 2015
AD3: Alternating Directions Dual Decomposition for MAP Inference in Graphical Models JMLR 2015
Maximum Persistency via Iterative Relaxed Inference With Graphical Models CVPR 2015
Unifying Local Consistency and MAX SAT Relaxations for Scalable Inference with Rounding Guarantees AISTATS 2015
Continuous Pose Estimation With a Spatial Ensemble of Fisher Regressors ICCV 2015
Lifted MAP Inference for Markov Logic Networks AISTATS 2014
New Rules for Domain Independent Lifted MAP Inference NIPS 2014
Incremental Tree-Based Inference with Dependent Normalized Random Measures AISTATS 2014