conftrace_

exact inference

64 papers

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Co-occurring keywords

graphical model (864) probabilistic inference (312) probabilistic modeling (852) bayesian network (378) probabilistic graphical model (226) map inference (130) structured prediction (396) structure learning (341) message passing (579) bayesian inference (1907)

Papers

Low rank continuous-space graphical models AISTATS 2012
Switch-Reset Models : Exact and Approximate Inference AISTATS 2011
Facial Expression Transfer with Input-Output Temporal Restricted Boltzmann Machines NIPS 2011
Adaptive Exact Inference in Graphical Models JMLR 2011
Lifted Inference Seen from the Other Side : The Tractable Features NIPS 2010
Exact inference and learning for cumulative distribution functions on loopy graphs NIPS 2010
Polynomial-Time Exact Inference in NP-Hard Binary MRFs via Reweighted Perfect Matching AISTATS 2010
Inference with Multivariate Heavy-Tails in Linear Models NIPS 2010
Exploiting Within-Clique Factorizations in Junction-Tree Algorithms AISTATS 2010
Evidence-Specific Structures for Rich Tractable CRFs NIPS 2010
Structured Determinantal Point Processes NIPS 2010
Efficient Exact Inference in Planar Ising Models NIPS 2008
Efficient Principled Learning of Thin Junction Trees NIPS 2007
Exact Bayesian Structure Discovery in Bayesian Networks JMLR 2004