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Documents DATA MINING LECTURE 7 Dimensionality Reduction PCA – SVD (Thanks to Jure Leskovec, Evimaria Terzi)

Slide 1 DATA MINING LECTURE 7 Dimensionality Reduction PCA – SVD (Thanks to Jure Leskovec, Evimaria Terzi) Slide 2 The curse of dimensionality Real data usually have thousands,…

Documents Sketching and Embedding are Equivalent for Norms Alexandr Andoni (Simons Inst. / Columbia) Robert...

Slide 1 Sketching and Embedding are Equivalent for Norms Alexandr Andoni (Simons Inst. / Columbia) Robert Krauthgamer (Weizmann Inst.) Ilya Razenshteyn (MIT, now at IBM Almaden)…

Documents Randomized Algorithms in Linear Algebra and Applications To access my web page: Petros Drineas...

Slide 1 Randomized Algorithms in Linear Algebra and Applications To access my web page: Petros Drineas Rensselaer Polytechnic Institute Computer Science Department drineas…

Documents Theory (and some practice) of Randomized Algorithms for Matrices and Data Michael W. Mahoney...

Slide 1 Theory (and some practice) of Randomized Algorithms for Matrices and Data Michael W. Mahoney Stanford University October 2012 (For more info, see: http://cs.stanford.edu/people/mmahoney)…

Documents Randomized Numerical Linear Algebra (RandNLA): Past, Present, and Future, cont. To access our web...

Randomized Numerical Linear Algebra (RandNLA): Past, Present, and Future, cont. To access our web pages: Petros Drineas1 & Michael W. Mahoney2 1 Department of Computer…

Documents Presenter : Shao-Kai Liao Adviser : Tsung-Fu Chien Chairman : Hung-Chi Yang Date : 5.22.2013

Presenter : Shao-Kai Liao Adviser : Tsung-Fu Chien Chairman : Hung-Chi Yang Date : 5.22.2013 * 5/22/2013 Outline Paper Review Purpose Introduction Methods Conclusions Future…

Documents Randomized Algorithms in Linear Algebra and Applications

Fast Monte-Carlo Algorithms for Matrix Multiplication Randomized Algorithms in Linear Algebra and Applications To access my web page: Petros Drineas Rensselaer Polytechnic…

Documents Compressive Sensing for Multimedia Communications in Wireless Sensor Networks By: Wael BarakatRabih....

Compressive Sensing for Multimedia Communications in Wireless Sensor Networks By: Wael Barakat Rabih Saliba EE381K-14 MDDSP Literary Survey Presentation March 4th, 2008 Introduction…

Documents Discovering Deformable Motifs in Time Series Data Jin Chen CSE 891-001 2012 Fall 1.

Discovering Deformable Motifs in Time Series Data Discovering Deformable Motifs in Time Series Data Jin Chen CSE 891-001 2012 Fall 1 Background Time series data are collected…

Documents Randomized Numerical Linear Algebra (RandNLA): Past, Present, and Future To access our web pages:...

Fast Monte-Carlo Algorithms for Matrix Multiplication Randomized Numerical Linear Algebra (RandNLA): Past, Present, and Future To access our web pages: Petros Drineas1 &…