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Graph Theory

1,376 papers

Papers per year

20
59
149
67
'10
'15
'20
'25

Papers

Revisiting MAP Estimation, Message Passing and Perfect Graphs AISTATS 2011
On Time Varying Undirected Graphs AISTATS 2011
Faithfulness in Chain Graphs: The Gaussian Case AISTATS 2011
Mixed Cumulative Distribution Networks AISTATS 2011
Cumulative Distribution Networks and the Derivative-sum-product Algorithm: Models and Inference for Cumulative Distribution Functions on Graphs JMLR 2011
Forest Density Estimation JMLR 2011
Faster Algorithms for Max-Product Message-Passing JMLR 2011
Learning High-Dimensional Markov Forest Distributions: Analysis of Error Rates JMLR 2011
Learning Latent Tree Graphical Models JMLR 2011
Parallel Algorithm for Learning Optimal Bayesian Network Structure JMLR 2011
High-dimensional Covariance Estimation Based On Gaussian Graphical Models JMLR 2011
Adaptive Exact Inference in Graphical Models JMLR 2011
A Linear Approximation for Graph-based Simultaneous Localization and Mapping RSS 2011
Getting lost in space: Large sample analysis of the resistance distance NIPS 2010
Identifying graph-structured activation patterns in networks NIPS 2010
Link Discovery using Graph Feature Tracking NIPS 2010
Exact learning curves for Gaussian process regression on large random graphs NIPS 2010
Subgraph Detection Using Eigenvector L1 Norms NIPS 2010
Graph-Valued Regression NIPS 2010
Learning Networks of Stochastic Differential Equations NIPS 2010
Segmentation as Maximum-Weight Independent Set NIPS 2010
Using Descendants as Instrumental Variables for the Identification of Direct Causal Effects in Linear SEMs AISTATS 2010
Maximum-likelihood learning of cumulative distribution functions on graphs AISTATS 2010
Solving the Uncapacitated Facility Location Problem Using Message Passing Algorithms AISTATS 2010
Detecting Weak but Hierarchically-Structured Patterns in Networks AISTATS 2010