User-Friendly Tail Bounds for Sums of Random Matrices

Sums of random Hermitian matrices and an inequality by Rudelson

(2012) Roberto Oliveira   ELECTRONIC COMMUNICATIONS IN PROBABILITY

Freedman's inequality for matrix martingales

(2012) Joel Tropp   ELECTRONIC COMMUNICATIONS IN PROBABILITY

Recovering Low-Rank Matrices From Few Coefficients in Any Basis

(2011) David Gross   IEEE TRANSACTIONS ON INFORMATION THEORY

Finding Structure with Randomness: Probabilistic Algorithms for Constructing Approximate Matrix Decompositions

(2011) N. Halko et al.   SIAM REVIEW

A matrix convexity approach to some celebrated quantum inequalities

(2009) E. G. Effros   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The Fast Johnson–Lindenstrauss Transform and Approximate Nearest Neighbors

(2009) Nir Ailon et al.   SIAM JOURNAL ON COMPUTING

Noncommutative Burkholder/Rosenthal inequalities II: Applications

(2008) Marius Junge et al.   ISRAEL JOURNAL OF MATHEMATICS

On the conditioning of random subdictionaries

(2007) Joel A. Tropp   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS