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Technical Reports

Technical reports are available from a variety of series, spanning many different reporting groups and funding agencies. To date, all known reports that are present in the Archive have been scanned and appear on this site!

If you find an error on these pages, or have information regarding any of our missing reports, please send a message to the Technical Reports Archive at

You can search using title keywords, author, and/or year of issue, or browse the reports by series.

Format: 2020
Report # (Alt Rpt #) Date Author Title Note
Oct 2013
M. Bogdan
E. van den Berg
W. Su
E.J. Candès
Statistical Estimation and Testing via the Ordered l_1 Norm
Sep 2013
R. Witten
E.J. Candès
Randomized Algorithms for Low-Rank Factorizations: Sharp Performance Bounds
Jun 2013
E.Y. Chung
J.P. Romano
Multivariate and Multiple Permutation Tests
May 2013
D.L. Donoho
M. Gavish
The Optimal Hard Threshold for Singular Values is 4/sqrt(3) revised Nov 2013
Apr 2013
D.L. Donoho
M. Gavish
Minimax Risk of Matrix Denoising by Singular Value Thresholding
Feb 2013
D.L. Donoho
M. Gavish
A. Montanari
The Phase Transition of Matrix Recovery from Gaussian Measurements Matches the Minimax MSE of Matrix Denoising
Jan 2013
M. Soltanolkotabi
E. Elhamifar
E.J. Candès
Robust Subspace Clustering
Dec 2012
H. Monajemi
S. Jafarpour
M. Gavish
D.L. Donoho
Deterministic Matrices Matching the Compressed Sensing Phase Transitions of Gaussian Random Matrices
Nov 2012
D. Guillot
B. Rajaratnam
B.T. Rolfs
A. Maleki
I. Wong
Iterative Thresholding Algorithm for Sparse Inverse Covariance Estimation
Oct 2012
E.J. Candès
C.A. Sing-Long
J.D. Trzasko
Unbiased Risk Estimates for Singular Value Thresholding and Spectral Estimators