Stochastic block model

Results: 8



#Item
1Graph theory / Mathematics / Discrete mathematics / Random graphs / Networks / Network theory / Machine learning / Stochastic block model / Vertex / Graph / Bipartite graph / Connectivity

Network Analysis and Modeling, CSCI 5352 LectureProf. Aaron Clauset

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Source URL: tuvalu.santafe.edu

Language: English - Date: 2013-11-23 11:09:19
2Networks / 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

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

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Source URL: arxiv.org

Language: English - Date: 2013-10-27 21:56:48
3Matrix theory / Linear algebra / Numerical linear algebra / Matrices / Singular value decomposition / Eigenvalues and eigenvectors / Graph partition / Matrix / Symmetric matrix / Eigendecomposition of a matrix / PerronFrobenius theorem

Spectral Graph Theory Lecture 21 Spectral Partitiong in a Stochastic Block Model Daniel A. Spielman

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Source URL: www.cs.yale.edu

Language: English - Date: 2015-12-08 15:18:03
4Mathematics / Graph theory / Discrete mathematics / NP-complete problems / Combinatorics / Partition of a set / Planar separator theorem / Graph coloring

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

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Source URL: jmlr.org

Language: English - Date: 2015-07-20 20:08:35
5

Clustering by Comparison: Stochastic Block Model for Inference in Crowdsourcing Ramya Korlakai Vinayak Babak Hassibi California Institute of Technology, Pasadena, CA, USA.

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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

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    Source URL: www.stat.yale.edu

    Language: English - Date: 2015-05-29 08:04:50
      7Neural networks / Computational neuroscience / Neurophysiology / Biological neuron model / Neuron / Action potential / Synaptic weight / Cellular neuroscience / Stochastic resonance / Biology / Neuroscience / Nervous system

      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

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      Source URL: dl.dropboxusercontent.com

      Language: English
      8Neural networks / Computational neuroscience / Neurophysiology / Biological neuron model / Neuron / Action potential / Synaptic weight / Cellular neuroscience / Stochastic resonance / Biology / Neuroscience / Nervous system

      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

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      Source URL: www.research.ibm.com

      Language: English - Date: 2013-08-06 20:03:52
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