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Parallel Direct Methods for Sparse Linear Systems

Parallel Direct Methods for Sparse Linear Systems

  • tatiana-dople
  • 0 Slides

Contents. Problem Statement. Motivation. Types . ...

Sparse Recovery Using Sparse Matrices Anna Gilbert Piotr Indyk Abstract We survey algorithms for sparse recovery prob lems that are based on sparse random matrices

Sparse Recovery Using Sparse Matrices Anna Gilbert Piotr Indyk Abstract We survey algorithms for sparse recovery prob lems that are based on sparse random matrices

  • briana-ranney
  • 10 Slides

Such matrices has several attractive properties t...

In Defense of Sparse Tracking: Circulant Sparse Tracker

In Defense of Sparse Tracking: Circulant Sparse Tracker

  • natalia-silvester
  • 5 Slides

Tianzhu . Zhang. 1,2. , . Adel Bibi. 1. , . Berna...

Large-Scale Distributed Non-negative Sparse Coding and Sparse Dictionary Learning

Large-Scale Distributed Non-negative Sparse Coding and Sparse Dictionary Learning

  • danika-pritchard
  • 0 Slides

Author: . Vikas. . Sindhwani. and . Amol. . Gh...

Sparse

Sparse

  • mitsue-stanley
  • 29 Slides

Recovery. . (. Using . Sparse. . Matrices). Pio...

Lecture Linear Equations and Matrices linear functions linear equations solving linear equations Linear functions function maps vectors into vectors is linear if it satises scaling for any vector

Lecture Linear Equations and Matrices linear functions linear equations solving linear equations Linear functions function maps vectors into vectors is linear if it satises scaling for any vector

  • trish-goza
  • 12 Slides

e Ax where is vector is a linear function of ie By...

Manifold

Manifold

  • cheryl-pisano
  • 25 Slides

Sparse Beamforming. Volkan. . cevher. Joint work...

An Efficient Parallel Solver for SDD Linear Systems

An Efficient Parallel Solver for SDD Linear Systems

  • stefany-barnette
  • 45 Slides

Richard Peng. M.I.T.. Joint work with Dan Spielma...

Extended Sparse Linear Model for Face Recognition

Extended Sparse Linear Model for Face Recognition

  • lois-ondreau
  • 30 Slides

Weihong Deng (. 邓伟洪. ). Beijing Univ. Post....

Fast Dynamic magnetic resonance imaging using linear dynamical system model

Fast Dynamic magnetic resonance imaging using linear dynamical system model

  • hysicser
  • 24 Slides

Vimal Singh, . Ahmed H. Tewfik. The University of ...

Accelerated Sparse Linear Algebra: Emerging Challenges and Capabilities for Numerical Algorithms and Software

Accelerated Sparse Linear Algebra: Emerging Challenges and Capabilities for Numerical Algorithms and Software

  • aquaticle
  • 55 Slides

Michael A. Heroux. Director of Software Technology...

Implementing Communication-Avoiding Algorithms

Implementing Communication-Avoiding Algorithms

  • leah
  • 106 Slides

Jim . Demmel. EECS & Math Departments. UC Berk...

Design of Sparse Filters for Channel Shortening

Design of Sparse Filters for Channel Shortening

  • lois-ondreau
  • 26 Slides

Aditya. Chopra and Prof. Brian L. Evans. Departm...

Compressed Sparse Matrix Storage

Compressed Sparse Matrix Storage

  • lois-ondreau
  • 27 Slides

Full storage:. . 2-dimensional array.. (nrows*...

Online Performance Guarantees for Sparse Recovery

Online Performance Guarantees for Sparse Recovery

  • cheryl-pisano
  • 41 Slides

Raja . Giryes. ICASSP 2011. Volkan. Cevher. Agen...

A Generalization of Sparse PCA

A Generalization of Sparse PCA

  • pasty-toler
  • 37 Slides

to Multiple Correspondence . Analysis. G. Saporta...

Sparse Inverse Covariance Estimation with Graphical LASSO

Sparse Inverse Covariance Estimation with Graphical LASSO

  • danika-pritchard
  • 19 Slides

J. Friedman, T. Hastie, R. . Tibshirani. Biostati...

An ALPS’ view of Sparse Recovery

An ALPS’ view of Sparse Recovery

  • mitsue-stanley
  • 27 Slides

Volkan . Cevher. volkan.cevher@epfl.ch. Laborator...

Recovering low rank and sparse matrices from compressive me

Recovering low rank and sparse matrices from compressive me

  • giovanna-bartolotta
  • 30 Slides

Aswin C Sankaranarayanan. Rice University. Richar...

The Sparse FFT:

The Sparse FFT:

  • liane-varnes
  • 30 Slides

From Theory to Practice . Dina . Katabi. O. . Ab...

Single Image Super-Resolution Using Sparse Representation

Single Image Super-Resolution Using Sparse Representation

  • jane-oiler
  • 30 Slides

. Michael Elad. The Computer Science Department....

Sparse Euclidean projections

Sparse Euclidean projections

  • lindy-dunigan
  • 55 Slides

onto convex sets. Volkan. Cevher. Laboratory. f...

Analysis of Sparse Convolutional Neural Networks

Analysis of Sparse Convolutional Neural Networks

  • min-jolicoeur
  • 20 Slides

Sabareesh Ganapathy. Manav Garg. Prasanna. . Ven...

Sparsity-Based Signal Models and the Sparse K-SVD Algorithm

Sparsity-Based Signal Models and the Sparse K-SVD Algorithm

  • yoshiko-marsland
  • 83 Slides

Ron Rubinstein. Advisor: Prof. Michael . Elad. Oc...

A Generalization of Sparse PCA

A Generalization of Sparse PCA

  • pasty-toler
  • 0 Slides

to Multiple Correspondence . Analysis. G. Saporta...

Sparse Cutting-Planes Marco

Sparse Cutting-Planes Marco

  • alida-meadow
  • 0 Slides

Molinaro. Santanu. . Dey. , Andres . Iroume. , ....

Image Decomposition and Inpainting By Sparse &

Image Decomposition and Inpainting By Sparse &

  • cheryl-pisano
  • 0 Slides

Michael . Elad. The Computer Science Department. ...

Sparse and low -rank recovery problems in signal processing and machine learning

Sparse and low -rank recovery problems in signal processing and machine learning

  • conchita-marotz
  • 0 Slides

. Jeremy Watt and . Aggelos. . Katsaggelos. Nor...

ACCELERATING SPARSE CHOLESKY FACTORIZATION ON GPUs

ACCELERATING SPARSE CHOLESKY FACTORIZATION ON GPUs

  • ellena-manuel
  • 0 Slides

Dileep Mardham. Introduction. Sparse Direct Solve...

Matrix Extensions to Sparse Recovery

Matrix Extensions to Sparse Recovery

  • aaron
  • 0 Slides

Yi Ma. 1,2. . Allen Yang. 3. John . Wrigh...

The Sparse FFT: From Theory to Practice

The Sparse FFT: From Theory to Practice

  • natalia-silvester
  • 0 Slides

Dina . Katabi. O. . Abari. , E. . Adalsteinsson. ...

The Horseshoe Estimator for Sparse Signals

The Horseshoe Estimator for Sparse Signals

  • lois-ondreau
  • 0 Slides

Reading Group Presenter:. Zhen . Hu. Cognitive Ra...

Parallelization of Sparse

Parallelization of Sparse

  • tatyana-admore
  • 31 Slides

Parallelization of Sparse Coding & Dictiona...

Structured sparse acoustic modeling for speech separation

Structured sparse acoustic modeling for speech separation

  • maisie
  • 22 Slides

Afsaneh . Asaei. Joint work with: . Mohammad . Gol...

EE Winter Lecture Linear Quadratic Stochastic Control linearquadratic stochastic control problem solution via dynamic programming Linear stochastic system linear dynamical system over nite time h

EE Winter Lecture Linear Quadratic Stochastic Control linearquadratic stochastic control problem solution via dynamic programming Linear stochastic system linear dynamical system over nite time h

  • jane-oiler
  • 16 Slides

N is the process noise or disturbance at time ...

An Efficient Parallel Solver for SDD Linear Systems

An Efficient Parallel Solver for SDD Linear Systems

  • marina-yarberry
  • 39 Slides

Richard Peng. M.I.T.. Joint work with Dan Spielma...

Gradient Projection for Sparse Reconstruction

Gradient Projection for Sparse Reconstruction

  • lois-ondreau
  • 22 Slides

:. Application to Compressed Sensing and . Other ...

On the Power of

On the Power of

  • danika-pritchard
  • 16 Slides

Adaptivity. in Sparse Recovery. Piotr. . Indyk....

Short-course

Short-course

  • cheryl-pisano
  • 102 Slides

Compressive Sensing of Videos. Venue. CVPR 2012, ...

Multivariate Dyadic Regression Trees for Sparse Learning Pr

Multivariate Dyadic Regression Trees for Sparse Learning Pr

  • test
  • 29 Slides

Xi Chen. Machine Learning Department. Carnegie Me...

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