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Jensen–Shannon divergence
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1	Non-Parametric Jensen-Shannon Divergence Hoang-Vu Nguyen and Jilles Vreeken Max-Planck Institute for Informatics and Saarland University, Germany {hnguyen,jilles}@mpi-inf.mpg.de Abstract. Quantifying the difference betw Add to Reading List Source URL: eda.mmci.uni-saarland.de Language: English - Date: 2015-06-16 04:34:55 Statistics Probability Mathematical analysis Information theory Statistical theory Statistical distance Probability distributions Stable distributions KullbackLeibler divergence Normal distribution Divergence Entropy
2	Appears in Proceedings of The 16th European Conference on Machine Learning (ECML), Porto, Portugal, pp, OctoberActive Learning for Probability Estimation using Jensen-Shannon Divergence Prem Melville1 , S Add to Reading List Source URL: www.cs.utexas.edu Language: English - Date: 2005-10-31 10:40:25
3	Segmentation and Context of Literary and Musical Sequences Damián H. Zanette Consejo Nacional de Investigaciones Científicas y Técnicas, Centro Atómico Bariloche and Instituto Balseiro, Add to Reading List Source URL: www.complex-systems.com Language: English - Date: 2012-09-20 14:37:04 Divergence Iago Othello Mathematics Literature Image processing Segmentation Jensen–Shannon divergence
4	Finding Metric Structure in Information Theoretic Clustering Kamalika Chaudhuri University of California, San Diego Add to Reading List Source URL: cseweb.ucsd.edu Language: English - Date: 2011-01-01 02:41:47 Thermodynamics Divergence K-means clustering Information theory Jensen–Shannon divergence Variational Bayesian methods Information bottleneck method Statistics Kullback–Leibler divergence Statistical theory
5	Manifold Learning and the Quantum Jensen-Shannon Divergence Kernel Luca Rossi1 , Andrea Torsello1 , and Edwin R. Hancock2 1 2 Add to Reading List Source URL: www.cs.bham.ac.uk Language: English - Date: 2015-03-30 09:05:32 Multivariate statistics Computational statistics Dimension reduction Isomap Nonlinear dimensionality reduction Quantum mechanics Embedding Continuous-time quantum walk Random walk Statistics Mathematics Graph theory
6	PHYSICAL REVIEW E 88, Characterizing graph symmetries through quantum Jensen-Shannon divergence Luca Rossi,1 Andrea Torsello,1 Edwin R. Hancock,2 and Richard C. Wilson2 1 Add to Reading List Source URL: www.cs.bham.ac.uk Language: English - Date: 2015-03-30 09:12:42 Algebraic graph theory Stochastic processes Continuous-time quantum walk Adjacency matrix Random graph Random walk Connectivity Tree Neighbourhood Graph theory Mathematics Quantum mechanics
7	Graph Characteristics from the Quantum Jensen-Shannon Graph Kernel Lu Bai1 , Luca Rossi2 , Edwin R. Hancock1 and Andrea Torsello2 1 Department of Computer Science, University of York, YO10 5GH, UK Add to Reading List Source URL: www.cs.bham.ac.uk Language: English - Date: 2015-03-30 09:05:24 Quantum mechanics Information theory Quantum information theory Quantum information science Von Neumann entropy Density matrix Continuous-time quantum walk Jensen–Shannon divergence Entropy Physics Mathematics Theoretical computer science
8	PHYSICAL REVIEW E 91, Measuring graph similarity through continuous-time quantum walks and the quantum Jensen-Shannon divergence Luca Rossi,1 Andrea Torsello,2 and Edwin R. Hancock3 1 Add to Reading List Source URL: www.cs.bham.ac.uk Language: English - Date: 2015-03-30 09:13:20 Quantum mechanics Operator theory Algebraic graph theory Matrix theory Adjacency matrix Eigenvalues and eigenvectors Continuous-time quantum walk Laplacian matrix Spectrum Algebra Mathematics Linear algebra
9	Attributed Graph Similarity from the Quantum Jensen-Shannon Divergence Luca Rossi1 , Andrea Torsello1 , and Edwin R. Hancock2 1 2 Add to Reading List Source URL: www.cs.bham.ac.uk Language: English - Date: 2015-03-30 09:05:28 Quantum mechanics Adjacency matrix Matrices Graph operations Graph Continuous-time quantum walk Directed graph Line graph Graph theory Mathematics Algebraic graph theory
10	Generalised Pinsker Inequalities Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2009-05-28 05:03:53 Thermodynamics Divergence Symbol Jensen–Shannon divergence Μ operator Statistics Kullback–Leibler divergence Statistical theory