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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 Statistics Department reports that are present in the Archive have been scanned and appear on this site.

You can search using Title keywords, Author name, and/or Year issued, or simply browse the reports by Series. 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 stat-techreports@lists.stanford.edu.

Format: 2020
Report # (Alt Rpt #) Date Author Title Note
2020-13
Sep 2020
D.L. Donoho
M. Gavish
E. Romanov
ScreeNOT: Exact MSE-Optimal Singular Value Thresholding in Correlated Noise
2020-10
Aug 2020
D.L. Donoho
A. Kipnis
Two-Sample Testing for Large, Sparse High-Dimensional Multinomials Under Rare/Weak Perturbations
2020-09
Aug 2020
V. Papyan
X.Y. Han
D.L. Donoho
Prevalence of Neural Collapse During the Terminal Phase of Deep Learning Training
2017-09
Jul 2017
D. Donoho From Blackboard to Bedside: High-Dimensional Geometry is Transforming the MRI Industry
2016-03
May 2016
M. Gavish
D.L. Donoho
Optimal Shrinkage of Singular Values new revision of 2014-08 (with same title)
2015-04
Mar 2015
D. Donoho
A. Montanari
Variance Breakdown of Huber (M)-Estimators in the High-Dimensional Linear Model
2014-08
May 2014
M. Gavish
D.L. Donoho
Optimal Shrinkage of Singular Values new revision issued as 2016-03 (with same title)
2013-11
Nov 2013
D. Donoho
A. Montanari
High Dimensional Robust M-Estimation: Asymptotic Variance via Approximate Message Passing
2013-10
Nov 2013
D.L. Donoho
M. Gavish
I.M. Johnstone
Optimal Shrinkage of Eigenvalues in the Spiked Covariance Model revised and expanded in Feb 2014
2013-04
May 2013
D.L. Donoho
M. Gavish
The Optimal Hard Threshold for Singular Values is 4/sqrt(3) revised Nov 2013

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