Number of items: **17**.

## 2017

Tropp, Joel A.
and
Yurtsever, Alp
and
Udell, Madeleine
et al.
(2017)
*Fixed-Rank Approximation of a Positive-Semidefinite Matrix from Streaming Data.*
ACM Technical Reports,
2017-03.
California Institute of Technology
, Pasadena, CA.
(Unpublished)
http://resolver.caltech.edu/CaltechAUTHORS:20170620-081901312

Tropp, Joel A.
and
Yurtsever, Alp
and
Udell, Madeleine
et al.
(2017)
*Randomized Single-View Algorithms for Low-Rank Matrix Approximation.*
ACM Technical Reports,
2017-01.
California Institute of Technology
, Pasadena, CA.
doi:10.7907/Z9HT2M9C.
(Unpublished)
http://resolver.caltech.edu/CaltechAUTHORS:20170215-154809329

## 2012

Chen, Richard Y. and Gittens, Alex A. and Tropp, Joel A.
(2012)
*The Masked Sample Covariance Estimator: An Analysis via the Matrix Laplace Transform.*
, Pasadena, CA.
(Unpublished)
http://resolver.caltech.edu/CaltechAUTHORS:20120411-102106234

## 2011

Gittens, Alex A. and Tropp, Joel A.
(2011)
*Tail Bounds for All Eigenvalues of a Sum of Random Matrices.*
California Institute of Technology
, Pasadena, CA.
(Unpublished)
http://resolver.caltech.edu/CaltechAUTHORS:20140828-084239607

Tropp, Joel A.
(2011)
*User-friendly Tail Bounds for Matrix Martingales.*
California Institute of Technology
, Pasadena, CA.
(Unpublished)
http://resolver.caltech.edu/CaltechAUTHORS:20111012-114710310

## 2010

Owhadi, Houman and Zhang, Lei
(2010)
*Localized bases for finite dimensional homogenization
approximations with non-separated scales and high-contrast.*
California Institute of Technology
, Pasadena, CA.
(Unpublished)
http://resolver.caltech.edu/CaltechAUTHORS:20111012-113719601

Owhadi, H.
and
Scovel, C.
and
Sullivan, T. J.
et al.
(2010)
*Optimal Uncertainty Quantification.*
California Institute of Technology
, Pasadena, CA.
(Unpublished)
http://resolver.caltech.edu/CaltechAUTHORS:20111012-113158874

Tropp, Joel A.
(2010)
*User-Friendly Tail Bounds for Sums of Random Matrices.*
California Institute of Technology
, Pasadena, CA.
(Unpublished)
http://resolver.caltech.edu/CaltechAUTHORS:20111012-112125900

## 2009

Gittens, A. and Tropp, J. A.
(2009)
*Error Bounds for Random Matrix Approximation Schemes.*
California Institute of Technology
, Pasadena, CA.
(Unpublished)
http://resolver.caltech.edu/CaltechAUTHORS:20140828-082707636

Halko, N. and Martinsson, P. G. and Tropp, J. A.
(2009)
*Finding Structure with Randomness: Stochastic Algorithms for Constructing Approximate matrix Decompositions.*
California Institute of Technology
, Pasadena, CA.
(Unpublished)
http://resolver.caltech.edu/CaltechAUTHORS:20111012-111324407

Desbrun, Mathieu and Donaldson, Roger D. and Owhadi, Houman
(2009)
*Discrete Geometric Structures in Homogenization and Inverse Homogenization with Application to EIT.*
California Institute of Technology
, Pasadena, CA.
(Unpublished)
http://resolver.caltech.edu/CaltechAUTHORS:20111011-163848887

Berlyand, Leonid and Owhadi, Houman
(2009)
*Flux Norm Approach to Homogenization Problems with non-separated Scales.*
California Institute of Technology
, Pasadena, CA.
http://resolver.caltech.edu/CaltechAUTHORS:20111012-105135181

Tao, Molei and Owhadi, Houman and Marsden, Jerrold E.
(2009)
*Non-intrusive and structure preserving multiscale integration of stiff ODEs, SDEs and Hamiltonian systems with hidden slow dynamics via flow averaging.*
California Institute of Technology
, Pasadena, CA.
(Unpublished)
http://resolver.caltech.edu/CaltechAUTHORS:20111012-110532817

Tropp, Joel A. and Wright, Stephen J.
(2009)
*Computational Methods for Sparse Solution of Linear Inverse Problems.*
California Institute of Technology
, Pasadena, CA.
(Unpublished)
http://resolver.caltech.edu/CaltechAUTHORS:20111011-163243421

## 2008

Needell, D. and Tropp, J. A.
(2008)
*CoSaMP: Iterative Signal Recovery from Incomplete and Inaccurate Samples.*
California Institute of Technology
, Pasadena, CA.
(Unpublished)
http://resolver.caltech.edu/CaltechAUTHORS:20111011-160707642

Tropp, Joel A.
(2008)
*Column Subset Selection, Matrix Factorization, and Eigenvalue Optimization.*
California Institute of Technology
, Pasadena, CA.
(Unpublished)
http://resolver.caltech.edu/CaltechAUTHORS:20111011-161421093

## 2007

Tropp, Joel A. and Gilbert, Anna C.
(2007)
*Signal Recovery from Random Measurements Via Orthogonal Matching Pursuit: The Gaussian Case.*
California Institute of Technology
, Pasadena, CA.
(Unpublished)
http://resolver.caltech.edu/CaltechAUTHORS:20111010-134929077

This list was generated on **Fri Oct 20 05:00:09 2017 PDT**.