Approximation of rank function and its application to the nearest low-rank correlation matrix

An approximation theory of matrix rank minimization and its application to quadratic equations

(2012) Yun-Bin Zhao   LINEAR ALGEBRA AND ITS APPLICATIONS

An implementable proximal point algorithmic framework for nuclear norm minimization

(2011) Yong-Jin Liu et al.   MATHEMATICAL PROGRAMMING

A Sequential Semismooth Newton Method for the Nearest Low-rank Correlation Matrix Problem

(2011) Qingna Li et al.   SIAM JOURNAL ON OPTIMIZATION

A Singular Value Thresholding Algorithm for Matrix Completion

(2010) Jian-Feng Cai et al.   SIAM JOURNAL ON OPTIMIZATION

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

Fixed point and Bregman iterative methods for matrix rank minimization

(2009) Shiqian Ma et al.   MATHEMATICAL PROGRAMMING

Interior-Point Method for Nuclear Norm Approximation with Application to System Identification

(2009) Zhang Liu et al.   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS

The liver pharmacological and xenobiotic gene response repertoire

(2008) Georges Natsoulis et al.   Molecular Systems Biology