conftrace_

map estimation

43 papers

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Co-occurring keywords

maximum a posteriori (88) image restoration (1517) message passing (579) image deblurring (190) markov random field (303) graphical model (864) bayesian inference (1907) variational inference (2069) linear programming relaxation (40) maximum a posteriori estimation (12)

Papers

Multiple Choice Learning: Learning to Produce Multiple Structured Outputs NIPS 2012
Automated Refinement of Bayes Networks' Parameters based on Test Ordering Constraints NIPS 2011
Improved Moves for Truncated Convex Models JMLR 2011
Complexity of Inference in Latent Dirichlet Allocation NIPS 2011
MAP estimation in Binary MRFs via Bipartite Multi-cuts NIPS 2010
MAP Estimation for Graphical Models by Likelihood Maximization NIPS 2010
An Analysis of Convex Relaxations for MAP Estimation of Discrete MRFs JMLR 2009
Asymptotic Analysis of MAP Estimation via the Replica Method and Compressed Sensing NIPS 2009
Improved Moves for Truncated Convex Models NIPS 2008
Differentiable Sparse Coding NIPS 2008
Cooled and Relaxed Survey Propagation for MRFs NIPS 2007
Message Passing for Max-weight Independent Set NIPS 2007
A New View of Automatic Relevance Determination NIPS 2007
Efficient Bayesian Inference for Dynamically Changing Graphs NIPS 2007
An Analysis of Convex Relaxations for MAP Estimation NIPS 2007
Local Algorithms for Approximate Inference in Minor-Excluded Graphs NIPS 2007
Learning to Model Spatial Dependency: Semi-Supervised Discriminative Random Fields NIPS 2006
Change Point Problems in Linear Dynamical Systems JMLR 2005