conftrace_

ising model

85 papers

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Co-occurring keywords

graphical model (864) markov random field (303) structure learning (341) markov chain monte carlo (725) sample complexity (1169) combinatorial optimization (1039) partition function (81) phase transition (92) probabilistic modeling (852) belief propagation (177)

Papers

Latent Graphical Model Selection: Efficient Methods for Locally Tree-like Graphs NIPS 2012
On Sparse, Spectral and Other Parameterizations of Binary Probabilistic Models AISTATS 2012
How biased are maximum entropy models? NIPS 2011
High-Dimensional Graphical Model Selection: Tractable Graph Families and Necessary Conditions NIPS 2011
Identifying graph-structured activation patterns in networks NIPS 2010
Polynomial-Time Exact Inference in NP-Hard Binary MRFs via Reweighted Perfect Matching AISTATS 2010
Which graphical models are difficult to learn? NIPS 2009
Efficient Exact Inference in Planar Ising Models NIPS 2008
A Convex Upper Bound on the Log-Partition Function for Binary Distributions NIPS 2008
Conditional mean field NIPS 2006