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Graph Theory

1375 directly classified papers

Papers per year

Papers

Graphons, mergeons, and so on! NIPS 2016
The Product Cut NIPS 2016
Graph Clustering: Block-models and model free results NIPS 2016
Robust Spectral Detection of Global Structures in the Data by Learning a Regularization NIPS 2016
Exploiting Tradeoffs for Exact Recovery in Heterogeneous Stochastic Block Models NIPS 2016
Community Detection on Evolving Graphs NIPS 2016
Algorithms for Lipschitz Learning on Graphs COLT 2015
Tractable Bayesian Network Structure Learning with Bounded Vertex Cover Number NIPS 2015
A Consistent Method for Graph Based Anomaly Localization AISTATS 2015
A class of network models recoverable by spectral clustering NIPS 2015
Graph Approximation and Clustering on a Budget AISTATS 2015
An Aligned Subtree Kernel for Weighted Graphs ICML 2015
Spectral Norm Regularization of Orthonormal Representations for Graph Transduction NIPS 2015
Private Graphon Estimation for Sparse Graphs NIPS 2015
Parallel Recursive Best-First AND/OR Search for Exact MAP Inference in Graphical Models NIPS 2015
Adaptive Belief Propagation ICML 2015
Book2Movie: Aligning Video Scenes With Book Chapters CVPR 2015
Trend Filtering on Graphs AISTATS 2015
Exceptional Rotations of Random Graphs: A VC Theory JMLR 2015
Computational Lower Bounds for Community Detection on Random Graphs COLT 2015
A Nearly-Linear Time Framework for Graph-Structured Sparsity ICML 2015
Multiple Random Walkers and Their Application to Image Cosegmentation CVPR 2015
Consistent estimation of dynamic and multi-layer block models ICML 2015
Stay on path: PCA along graph paths ICML 2015
Community Detection via Measure Space Embedding NIPS 2015