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Fast Monte Carlo Algorithms for Matrix Operations & Massive Data Set Analysis

Fast Monte Carlo Algorithms for Matrix Operations & Massive Data Set Analysis. Michael W. Mahoney Yale University Dept. of Mathematics http://cs-www.cs.yale.edu/homes/mmahoney Joint work with : P. Drineas and R. Kannan and also with :

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617 views • 41 slides

CUR Matrix Decompositions for Improved Data Analysis

CUR Matrix Decompositions for Improved Data Analysis. Michael W. Mahoney Yahoo Research http://www.cs.yale.edu/homes/mmahoney (Joint work with P. Drineas, R. Kannan, S. Muthukrishnan, and P. Paschou, K. Kidd, M. Maggioni) Workshop on Algorithms for Modern Massive Datasets, June 2006.

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627 views • 32 slides

Document Classification Techniques using LSI

Document Classification Techniques using LSI. Barry Britt University of Tennessee PILOT Presentation Spring 2007. Introduction. Automatic Classification of Documents. The problem: Brought to Dr. Berry by InRAD, LLC Develop a system that can automatically score proposals (NSF, SBIR)

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387 views • 30 slides

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Rank approximations - PowerPoint PPT Presentation

Fast Monte Carlo Algorithms for Matrix Operations &amp; Massive Data Set Analysis

CUR Matrix Decompositions for Improved Data Analysis

Document Classification Techniques using LSI

Fast Monte Carlo Algorithms for Matrix Operations & Massive Data Set Analysis