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Graph Theory

1375 directly classified papers

Papers per year

Papers

Kronecker Graphs: An Approach to Modeling Networks JMLR 2010
Nonparametric Tree Graphical Models AISTATS 2010
Inference of Sparse Networks with Unobserved Variables. Application to Gene Regulatory Networks AISTATS 2010
Message-passing for Graph-structured Linear Programs: Proximal Methods and Rounding Schemes JMLR 2010
Solving the Uncapacitated Facility Location Problem Using Message Passing Algorithms AISTATS 2010
Maximum-likelihood learning of cumulative distribution functions on graphs AISTATS 2010
Graph Kernels JMLR 2010
The Hidden Life of Latent Variables: Bayesian Learning with Mixed Graph Models JMLR 2009
An Algorithm for Reading Dependencies from the Minimal Undirected Independence Map of a Graphoid that Satisfies Weak Transitivity JMLR 2009
Estimation of Sparse Binary Pairwise Markov Networks using Pseudo-likelihoods JMLR 2009
Fast Approximate kNN Graph Construction for High Dimensional Data via Recursive Lanczos Bisection JMLR 2009
Graph Zeta Function in the Bethe Free Energy and Loopy Belief Propagation NIPS 2009
Matrix Completion from Power-Law Distributed Samples NIPS 2009
Kernels and learning curves for Gaussian process regression on random graphs NIPS 2009
Human motion database with a binary tree and node transition graphs RSS 2009
The Ordered Residual Kernel for Robust Motion Subspace Clustering NIPS 2009
The Nonparanormal: Semiparametric Estimation of High Dimensional Undirected Graphs JMLR 2009
Cyclizing Clusters via Zeta Function of a Graph NIPS 2008
Graphical Models for Structured Classification, with an Application to Interpreting Images of Protein Subcellular Location Patterns JMLR 2008
Learning Bounded Treewidth Bayesian Networks NIPS 2008
A Recursive Method for Structural Learning of Directed Acyclic Graphs JMLR 2008
Counting Solution Clusters in Graph Coloring Problems Using Belief Propagation NIPS 2008
Efficient Exact Inference in Planar Ising Models NIPS 2008
Model Selection in Gaussian Graphical Models: High-Dimensional Consistency of \boldmath$\ell_1$-regularized MLE NIPS 2008
Skill Characterization Based on Betweenness NIPS 2008