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Information bottleneck method
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#	Item
1	Information Bottleneck Method and Deep Learning Daniel Kunin December 16, 2017 1 Add to Reading List Source URL: daniel-kunin.com Language: English - Date: 2017-12-24 18:55:22
2	Information Theoretic Clustering using Minimum Spanning Trees Andreas C. M¨ uller?1 , Sebastian Nowozin2 , and Christoph H. Lampert3 1 Add to Reading List Source URL: amueller.github.io Language: English - Date: 2016-08-04 15:59:56 Cluster analysis Hierarchical clustering Network analysis Mutual information K-means clustering Image segmentation Pattern recognition Information bottleneck method Minimum spanning tree Spectral clustering Single-linkage clustering Determining the number of clusters in a data set
3	COMPSCI 276 Homework Assignment 6 Fall 2014 Instructor: Rina Dechter Due: Wednesday November 26th, Add to Reading List Source URL: www.ics.uci.edu Language: English - Date: 2014-11-21 15:21:01 Monte Carlo methods Gibbs sampling Importance sampling Bayesian network Posterior probability Conditional probability Sampling Information bottleneck method Markov chain Statistics Bayesian statistics Markov chain Monte Carlo
4	Robust Scalable Visualized Clustering in Metric and non-Metric Spaces Geoffrey Fox School of Informatics and Computing Indiana University Bloomington IN 47408, USA Add to Reading List Source URL: grids.ucs.indiana.edu Language: English - Date: 2012-12-12 17:16:03 Data analysis Data mining Geostatistics Machine learning K-means clustering Fuzzy clustering Information bottleneck method Determining the number of clusters in a data set Statistics Multivariate statistics Cluster analysis
5	Agglomerative Information Bottleneck Noam Slonim Naftali Tishby Institute of Computer Science and Center for Neural Computation Add to Reading List Source URL: www.cs.iastate.edu Language: English - Date: 2003-04-20 20:19:18 Cluster analysis Algorithm Mutual information Kullback–Leibler divergence Hierarchical clustering CURE data clustering algorithm Statistics Multivariate statistics Information bottleneck method
6	Document Clustering using Word Clusters via the Information Bottleneck Method Noam Slonim and Naftali Tishby School of Computer Science and Engineering and The Interdisciplinary Center for Neural Computation The Hebrew U Add to Reading List Source URL: www.cs.iastate.edu Language: English - Date: 2003-04-20 20:18:06 Cluster analysis Computational linguistics Information retrieval Information bottleneck method Hierarchical clustering Document clustering Single-linkage clustering Word-sense disambiguation Vector space model Statistics Natural language processing Multivariate statistics
7	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
8	Microsoft Word - wsdm030-du.doc Add to Reading List Source URL: www.wsdm-conference.org Language: English - Date: 2009-12-30 01:21:02 Science Natural language processing Information bottleneck method Mutual information Function Wa Wi Sentiment analysis WordNet Computational linguistics Mathematics Linguistics
9	Fundamental Limitations of Spectral Clustering Boaz Nadler∗, Meirav Galun Department of Applied Mathematics and Computer Science Weizmann Institute of Science, Rehovot, Israelboaz.nadler,meirav.galun@weizmann.a Add to Reading List Source URL: www.wisdom.weizmann.ac.il Language: English - Date: 2006-12-10 07:58:37 Singular value decomposition Cluster analysis Spectral clustering Information bottleneck method Eigenvalues and eigenvectors Principal component analysis Segmentation K-means clustering Graph partition Statistics Multivariate statistics Data analysis
10	Diffusion Maps, Spectral Clustering and Eigenfunctions of Fokker-Planck Operators Boaz Nadler∗ St´ephane Lafon Ronald R. Coifman Department of Mathematics, Yale University, New Haven, CT 06520. {boaz.nadler,stephane.l Add to Reading List Source URL: www.wisdom.weizmann.ac.il Language: English - Date: 2006-05-04 10:36:46 Multivariate statistics Singular value decomposition Matrix theory Linear algebra Markov processes Eigenvalues and eigenvectors Principal component analysis Heat equation Information bottleneck method Algebra Mathematics Statistics