- A. Ben-Tal and A. Nemirovski.

"Solving large scale polynomial convex problems on \ell_1/nuclear norm balls by randomized first-order algorithms",

Preprint, Faculty of Industrial Engineering and Management, Technion, October 2012.

opt-online - Z. Luo, J. Tao and N. Xiu.

"Lowest-rank Solutions of Continuous and Discrete Lyapunov Equations over Symmetric Cone",

Preprint, Department of Mathematics and Statistics, Loyola University Marylan, October 2012.

opt-online - G. Tang, B. N. Bhaskar, P. Shah and B. Recht.

"Compressed Sensing Off the Grid",

Preprint, University of Wisconsin Madison, September 2012.

opt-online - S. Bi and S. Pan.

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

Department of Mathematics, South China University of Technology, Guangzhou City, China, July 10, 2011 .

opt-online - L. Kong, L. Tuncel and N. Xiu.

"Sufficient Conditions for Low-rank Matrix Recovery, Translated from Sparse Signal Recovery",

Reseach report, Department of Applied Mathematics, Beijing Jiaotong University, Beijing 100044, P.R. China, June 2011.

opt-online - B. Recht and C. Re.

"Parallel Stochastic Gradient Algorithms for Large-Scale Matrix Completion",

Computer Sciences Department, University of Wisconsin-Madison, April 2011.

opt-online - Y.-B. Zhao.

"Approximation Theory of Matrix Rank Minimization and Its Application to Quadratic Equations",

School of Mathematics, University of Birmingham, January 2011.

opt-online - V. Chandrasekaran, B. Recht, P. A. Parrilo, and Alan S. Willsky.

"The Convex Geometry of Linear Inverse Problems",

LIDS technical report 2857, Laboratory for Information and Decision Systems, Massachusetts Institute of Technology, December 2010.

opt-online - X. V. Doan and S. A. Vavasis.

"Finding approximately rank-one submatrices with the nuclear norm and l1 norm",

Department of Combinatorics and Optimization, University of Waterloo, November 2010.

opt-online - S. Becker, E. Candés, and M, Grant.

"Templates for Convex Cone Problems with Applications to Sparse Signal Recovery",

Applied and Computational Mathematics, Caltech, September 2010.

opt-online - M. Jaggi and M. Sulovský.

"A simple Algorithm for Nuclear Norm Regularized Problems",

ICML 2010: Proceedings of the 27th International Conference on Machine Learning, Juni 2010.

icml-paper - Z. Wen, W. Yin and Y. Zhang.

"Solving A Low-Rank Factorization Model for Matrix Completion by A Nonlinear Successive Over-Relaxation Algorithm",

Technical Report TR10-07, Rice University, March 2010.

opt-online - J. Yang and X. Yuan.

"An Inexact Alternating Direction Method for Trace Norm Regularized Least Squares Problem",

Department of Mathematics, Nanjing University, February 2010.

opt-online - M. Tao and X. Yuan.

"Recovering low-rank and sparse components of matrices from incomplete and noisy observations",

Department of Mathematics, Nanjing University, December 2009.

opt-online - B. Recht.

"A Simpler Approach to Matrix Completion",

University of Wisconsin-Madison, October 2009.

opt-online - X. Yuan and J. Yang.

"Sparse and Low-Rank Matrix Decomposition Via Alternating Direction Methods",

Department of Mathematics, Hong Kong Baptist University, October 2009.

opt-online - X. Yuan.

"Alternating Direction Methods for Sparse Covariance Selection",

Department of Mathematics, Hong Kong Baptist University, September 2009.

opt-online - Y.-J. Liu, D. Sun and K.-C. Toh.

"An Implementable Proximal Point Algorithmic Framework for Nuclear Norm Minimization",

National University of Singapore, July, 2009.

opt-online - V. Chandrasekaran, S. Sanghavi, P. A. Parrilo and A. S. Willsky.

"Rank-Sparsity Incoherence for Matrix Decomposition",

Laboratory for Information and Decision Systems, Department of Electrical Enginneering and Computer Science, MIT, Cambridge, June 2009.

opt-online - D. Goldfarb and S. Ma.

"Convergence of fixed point continuation algorithms for matrix rank minimization",

Technical Report, Department of IEOR, Columbia University, June 2009.

opt-online - K.-C. Toh and S. Yun.

"An accelerated proximal gradient algorithm for nuclear norm regularized least squares problems",

Preprint, Department of Mathematics, National University of Singapore, March 2009.

opt-online - S. Ma, D. Goldfarb and L. Chen.

"Fixed point and Bregman iterative methods for matrix rank minimization",

Technical Report, Department of IEOR, Columbia University, October, 2008.

opt-online - B. Recht, M. Fazel and P. A. Parrilo.

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

Technical Report, Center for the Mathematics of Information, California Institute of Technology, 2007.

opt-online

Last modified: Fri Sep 9 15:12:47 CEST 2011