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Stochastic block model
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1	Network Analysis and Modeling, CSCI 5352 LectureProf. Aaron Clauset Add to Reading List Source URL: tuvalu.santafe.edu Language: English - Date: 2013-11-23 11:09:19 Graph theory Mathematics Discrete mathematics Random graphs Networks Network theory Machine learning Stochastic block model Vertex Graph Bipartite graph Connectivity
2	A Tensor Spectral Approach to Learning Mixed Membership Community Models arXiv:1302.2684v4 [cs.LG] 24 OctAnima Anandkumar1 , Rong Ge2 , Daniel Hsu3 , and Sham M. Kakade3 Add to Reading List Source URL: arxiv.org Language: English - Date: 2013-10-27 21:56:48 Networks Graph theory Probability distributions Machine learning Statistical models Community structure Dirichlet distribution Higher-order singular value decomposition Stochastic block model Gibbs sampling Markov chain Tensor
3	Spectral Graph Theory Lecture 21 Spectral Partitiong in a Stochastic Block Model Daniel A. Spielman Add to Reading List Source URL: www.cs.yale.edu Language: English - Date: 2015-12-08 15:18:03 Matrix theory Linear algebra Numerical linear algebra Matrices Singular value decomposition Eigenvalues and eigenvectors Graph partition Matrix Symmetric matrix Eigendecomposition of a matrix PerronFrobenius theorem
4	JMLR: Workshop and Conference Proceedings vol 40:1–33, 2015 Stochastic Block Model and Community Detection in Sparse Graphs: A spectral algorithm with optimal rate of recovery ∗ Peter Chin Add to Reading List Source URL: jmlr.org Language: English - Date: 2015-07-20 20:08:35 Mathematics Graph theory Discrete mathematics NP-complete problems Combinatorics Partition of a set Planar separator theorem Graph coloring
5	Clustering by Comparison: Stochastic Block Model for Inference in Crowdsourcing Ramya Korlakai Vinayak Babak Hassibi California Institute of Technology, Pasadena, CA, USA. Add to Reading List Source URL: crowdml.cc Language: English - Date: 2015-06-13 16:40:36
6	Achieving Optimal Misclassification Proportion in Stochastic Block Model Chao Gao1 , Zongming Ma2 , Anderson Y. Zhang1 and Harrison H. Zhou1 1 Yale University and 2 University of Pennsylvania Add to Reading List Source URL: www.stat.yale.edu Language: English - Date: 2015-05-29 08:04:50
7	Cognitive Computing Building Block: A Versatile and Efficient Digital Neuron Model for Neurosynaptic Cores Andrew S. Cassidy, Paul Merolla, John V. Arthur, Steve K. Esser, Bryan Jackson, Rodrigo Alvarez-Icaza, Pallab Dat Add to Reading List Source URL: dl.dropboxusercontent.com Language: English Neural networks Computational neuroscience Neurophysiology Biological neuron model Neuron Action potential Synaptic weight Cellular neuroscience Stochastic resonance Biology Neuroscience Nervous system
8	Cognitive Computing Building Block: A Versatile and Efficient Digital Neuron Model for Neurosynaptic Cores Andrew S. Cassidy, Paul Merolla, John V. Arthur, Steve K. Esser, Bryan Jackson, Rodrigo Alvarez-Icaza, Pallab Dat Add to Reading List Source URL: www.research.ibm.com Language: English - Date: 2013-08-06 20:03:52 Neural networks Computational neuroscience Neurophysiology Biological neuron model Neuron Action potential Synaptic weight Cellular neuroscience Stochastic resonance Biology Neuroscience Nervous system