A rank-corrected procedure for matrix completion with fixed basis coefficients

Noisy low-rank matrix completion with general sampling distribution

(2014) Olga Klopp   BERNOULLI

Asymptotic equivalence of quantum state tomography and noisy matrix completion

(2013) Yazhen Wang   ANNALS OF STATISTICS

Hankel Matrix Rank Minimization with Applications to System Identification and Realization

(2013) Maryam Fazel et al.   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS

Improved Iteratively Reweighted Least Squares for Unconstrained Smoothed $\ell_q$ Minimization

(2013) Ming-Jun Lai et al.   SIAM JOURNAL ON NUMERICAL ANALYSIS

Von Neumann entropy penalization and low-rank matrix estimation

(2012) Vladimir Koltchinskii   ANNALS OF STATISTICS

An introduction to a class of matrix cone programming

(2012) Chao Ding et al.   MATHEMATICAL PROGRAMMING

Quantum tomography via compressed sensing: error bounds, sample complexity and efficient estimators

(2012) Steven T Flammia et al.   NEW JOURNAL OF PHYSICS

An Inexact Accelerated Proximal Gradient Method for Large Scale Linearly Constrained Convex SDP

(2012) Kaifeng Jiang et al.   SIAM JOURNAL ON OPTIMIZATION

Estimation of high-dimensional low-rank matrices

(2011) Angelika Rohde et al.   ANNALS OF STATISTICS

Nuclear-norm penalization and optimal rates for noisy low-rank matrix completion

(2011) Vladimir Koltchinskii et al.   ANNALS OF STATISTICS

User-Friendly Tail Bounds for Sums of Random Matrices

(2011) Joel A. Tropp   FOUNDATIONS OF COMPUTATIONAL MATHEMATICS

Recovering Low-Rank Matrices From Few Coefficients in Any Basis

(2011) David Gross   IEEE TRANSACTIONS ON INFORMATION THEORY

Low-rank Matrix Recovery via Iteratively Reweighted Least Squares Minimization

(2011) Massimo Fornasier et al.   SIAM JOURNAL ON OPTIMIZATION

Rank penalized estimators for high-dimensional matrices

(2011) Olga Klopp   Electronic Journal of Statistics

Nearly unbiased variable selection under minimax concave penalty

(2010) Cun-Hui Zhang   ANNALS OF STATISTICS

Matrix Completion From a Few Entries

(2010) Raghunandan H. Keshavan et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

The Power of Convex Relaxation: Near-Optimal Matrix Completion

(2010) Emmanuel J. Candes et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

An augmented Lagrangian dual approach for the H-weighted nearest correlation matrix problem

(2010) H. Qi et al.   IMA JOURNAL OF NUMERICAL ANALYSIS

Quantum State Tomography via Compressed Sensing

(2010) David Gross et al.   PHYSICAL REVIEW LETTERS

Matrix Completion With Noise

(2010) Emmanuel J Candes et al.   PROCEEDINGS OF THE IEEE

Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization

(2010) Benjamin Recht et al.   SIAM REVIEW

Exact Matrix Completion via Convex Optimization

(2009) Emmanuel J. Candès et al.   FOUNDATIONS OF COMPUTATIONAL MATHEMATICS

One-step sparse estimates in nonconcave penalized likelihood models

(2008) Hui Zou et al.   ANNALS OF STATISTICS

Sure independence screening for ultrahigh dimensional feature space

(2008) Jianqing Fan et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY