map inference

Inference algorithms for pattern-based CRFs on sequence data ICML 2013 Linear Approximation to ADMM for MAP inference ACML 2013 Nonlinearly Constrained MRFs: Exploring the Intrinsic Dimensions of Higher-Order Cliques CVPR 2013 On Sampling from the Gibbs Distribution with Random Maximum A-Posteriori Perturbations NeurIPS 2013 Scaling the Indian Buffet Process via Submodular Maximization ICML 2013 Subproblem-Tree Calibration: A Unified Approach to Max-Product Message Passing ICML 2013 Towards Efficient and Exact MAP-Inference for Large Scale Discrete Computer Vision Problems via Combinatorial Optimization CVPR 2013 Universality of the Local Marginal Polytope CVPR 2013 Convergence Rate Analysis of MAP Coordinate Minimization Algorithms NeurIPS 2012 Efficient and Exact MAP-MRF Inference using Branch and Bound AISTATS 2012 Globally Convergent Dual MAP LP Relaxation Solvers using Fenchel-Young Margins NeurIPS 2012 Learning as MAP Inference in Discrete Graphical Models NeurIPS 2012 Learning Low-order Models for Enforcing High-order Statistics AISTATS 2012 MAP Inference in Chains using Column Generation NeurIPS 2012 Multiple Choice Learning: Learning to Produce Multiple Structured Outputs NeurIPS 2012 Near-Optimal MAP Inference for Determinantal Point Processes NeurIPS 2012 Priors for Diversity in Generative Latent Variable Models NeurIPS 2012 Scaling MPE Inference for Constrained Continuous Markov Random Fields with Consensus Optimization NeurIPS 2012 Adaptive Exact Inference in Graphical Models JMLR 2011 Message-Passing for Approximate MAP Inference with Latent Variables NeurIPS 2011 Tighter Relaxations for MAP-MRF Inference: A Local Primal-Dual Gap based Separation Algorithm AISTATS 2011 Exploiting Within-Clique Factorizations in Junction-Tree Algorithms AISTATS 2010 HOP-MAP: Efficient Message Passing with High Order Potentials AISTATS 2010 Message-passing for Graph-structured Linear Programs: Proximal Methods and Rounding Schemes JMLR 2010 Polynomial-Time Exact Inference in NP-Hard Binary MRFs via Reweighted Perfect Matching AISTATS 2010