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Graph Theory

1375 directly classified papers

Papers per year

Papers

Learning Latent Tree Graphical Models JMLR 2011
Faster Algorithms for Max-Product Message-Passing JMLR 2011
Forest Density Estimation JMLR 2011
Cumulative Distribution Networks and the Derivative-sum-product Algorithm: Models and Inference for Cumulative Distribution Functions on Graphs JMLR 2011
A Linear Approximation for Graph-based Simultaneous Localization and Mapping RSS 2011
Beyond Spectral Clustering - Tight Relaxations of Balanced Graph Cuts NIPS 2011
On Time Varying Undirected Graphs AISTATS 2011
Phase transition in the family of p-resistances NIPS 2011
Spectral Methods for Learning Multivariate Latent Tree Structure NIPS 2011
Regularized Laplacian Estimation and Fast Eigenvector Approximation NIPS 2011
High-Dimensional Graphical Model Selection: Tractable Graph Families and Necessary Conditions NIPS 2011
See the Tree Through the Lines: The Shazoo Algorithm NIPS 2011
Approximate Inference on Planar Graphs using Loop Calculus and Belief Propagation JMLR 2010
Characterization, Stability and Convergence of Hierarchical Clustering Methods JMLR 2010
Using Descendants as Instrumental Variables for the Identification of Direct Causal Effects in Linear SEMs AISTATS 2010
Getting lost in space: Large sample analysis of the resistance distance NIPS 2010
Topology Selection in Graphical Models of Autoregressive Processes JMLR 2010
Link Discovery using Graph Feature Tracking NIPS 2010
Graph-Valued Regression NIPS 2010
Detecting Weak but Hierarchically-Structured Patterns in Networks AISTATS 2010
Identifying graph-structured activation patterns in networks NIPS 2010
Segmentation as Maximum-Weight Independent Set NIPS 2010
Exact learning curves for Gaussian process regression on large random graphs NIPS 2010
Subgraph Detection Using Eigenvector L1 Norms NIPS 2010
Learning Networks of Stochastic Differential Equations NIPS 2010