PROPACK - Software for large and sparse SVD calculations
Matlab® version: Version 1.1 (March 2004): PROPACK_1.1_Matlab.tar.gz Version 1.0 (1998): PROPACK.tar.gz An overview of the Matlab toolbox is given here. The Matlab routines come with detailed on-line documentation, which can be read by typing "help " at the Matlab prompt. The online documentation for the 4 main routines can be reached via the links below: lanbpro.m: Lanczos bidiagonalization with
SPGL1 : Home Page
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Spectral Graph Theory and its Applications
Applied Mathematics 500A Instructor: Dan Spielman. (in AKW 207a) T-Th 2:30-3:45 in AKW 500 I will post a sketch of the syllabus, along with lecture notes, below. One warning about the lecture notes is in order: I write them in one draft, without looking back. So, they may contain mistakes and strange grammar. But, it sure beats taking notes! Course Announcement Lecture 1. Introductory Survey. Avai
機械学習論 2009年度
担当：和田山正 講義の概要 多くの統計的機械学習の手法は連続最適化をその基礎としている。特に凸最適化（凸計画法）は近年の統計的機械学習において必須の知識となりつつある。凸最適化は、機械学習のみにとどまらず信号処理、情報伝送、画像処理、制御工学など様々な分野で活躍の場を広げつつある。本講義では、凸最適化の基礎を押さえた上で統計的機械学習に関連する話題をいくつか学ぶ。 教科書は利用しないがS. Boyd and L. Vandenberghe,``Convex optimization''に沿って講義を進める。この本のPDFファイル(出版社の許可のもとに公開されている)を手元にコピーしておき、参考にすることを勧める。 また、参考プログラムを実行、パラメータ変更、改造などしてみて動かして"遊んでみる"ことが理解を深めるために非常に有益である。 評価について 期末試験（８０％〜９０％）＋数回のレポ
Tim Kelley
(919) 515-7163 (office), (919) 515-3798 (FAX) My current research interests are in linear/nonlinear equations, mixed-precision algorithms, neutron transport problems, and computational quantum chemistry and physics. In the past I worked on multilevel methods for integral equations, quasi-Newton methods, semiconductor modeling, optimal control, optimization of noisy functions, and flow in porous me
J.J.Dongarra "Templates for the Solution of Linear Systems: Building, Blocks for Iterative Methods, 2nd Edition."
Click here to see the number of accesses to this library. lib single/ for single precision files lib double/ for double precision files lib matlab/ for All files pertaining to matlab lib cpp/ for All files pertaining to C++ file l2fit.tgz for command-line driver for least squares fitting by Bentley Fernandez Kernighan Schryer ref ACM TOMS 19,265 file templates.pdf file templates.ps file /linalg/ht
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Computational Photography - CSCI-GA.3033-012
Semester: Fall 2013. Time and Location: Thursday 5:00-6:50pm, Room 1221, 715 Broadway. TA: To be decided Instructor: Rob Fergus Office hours: Thursday 4-5pm, Room 1226, 12th floor, 715 Broadway. Overview Computational Photography is an exciting new area at the intersection of Computer Graphics and Computer Vision. Through the use of computation, its goal is to move beyond the limitations of conven
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(C)SALSA: A Solver for Convex Optimization Problems in Image Recovery
http://www.ece.ucsb.edu/~roy/cgi-bin/makepage.pl?nav=course_271a
http://thames.cs.rhul.ac.uk/~fionn/Sparse_Signal_Recipes/Sparse_Signal_Recipes.html
http://d.hatena.ne.jp/mscp/20100920/1284976079
Le Petit Chercheur Illustré
http://www.ceremade.dauphine.fr/~peyre/cs-tv/
MATLAB mfiles for Working Analysis
http://www.math.umn.edu/~wittman/mani/
CMS
Convex Optimization of Graph Laplacian Eigenvalues
Software
http://taco.poly.edu/selesi/DoubleSoftware/image.html