Guaranteed minimum-rank solutions of linear matrix equations via nuclear norm minimization B Recht, M Fazel, PA Parrilo SIAM Review 52 (3), 471-501, 2010 | 4159 | 2010 |
Matrix rank minimization with applications M Fazel Elec Eng Dept Stanford University 54, 1-130, 2002 | 1787 | 2002 |
A rank minimization heuristic with application to minimum order system approximation M Fazel, H Hindi, SP Boyd Proceedings of the 2001 American Control Conference.(Cat. No. 01CH37148) 6 …, 2001 | 1222 | 2001 |
Log-det heuristic for matrix rank minimization with applications to Hankel and Euclidean distance matrices M Fazel, H Hindi, SP Boyd Proceedings of the 2003 American Control Conference, 2003. 3, 2156-2162, 2003 | 721 | 2003 |
Global convergence of policy gradient methods for the linear quadratic regulator M Fazel, R Ge, S Kakade, M Mesbahi International Conference on Machine Learning, 1467-1476, 2018 | 645 | 2018 |
Hankel Matrix Rank Minimization with Applications to System Identification and Realization M Fazel, PT Kei, D Sun, P Tseng SIAM Journal on Matrix Analysis and Applications 34 (3), 946-977, 2013 | 553 | 2013 |
Iterative reweighted algorithms for matrix rank minimization K Mohan, M Fazel Journal of Machine Learning Research 13 (Nov), 3441-3473, 2012 | 515 | 2012 |
Portfolio optimization with linear and fixed transaction costs MS Lobo, M Fazel, S Boyd Annals of Operations Research 152 (1), 341-365, 2007 | 456 | 2007 |
Rank minimization and applications in system theory M Fazel, H Hindi, S Boyd Proceedings of the 2004 American control conference 4, 3273-3278, 2004 | 317 | 2004 |
Simultaneously structured models with application to sparse and low-rank matrices S Oymak, A Jalali, M Fazel, YC Eldar, B Hassibi IEEE Transactions on Information Theory 61 (5), 2886-2908, 2015 | 311 | 2015 |
Node-Based Learning of Multiple Gaussian Graphical Models K Mohan, P London, M Fazel, SI Lee, D Witten arXiv preprint arXiv:1303.5145, 2013 | 229 | 2013 |
Random access compressed sensing for energy-efficient underwater sensor networks F Fazel, M Fazel, M Stojanovic IEEE Journal on Selected Areas in Communications 29 (8), 1660-1670, 2011 | 211 | 2011 |
Reweighted nuclear norm minimization with application to system identification K Mohan, M Fazel Proceedings of the 2010 American Control Conference, 2953-2959, 2010 | 191 | 2010 |
Compressed sensing and robust recovery of low rank matrices M Fazel, E Candes, B Recht, P Parrilo 2008 42nd Asilomar Conference on Signals, Systems and Computers, 1043-1047, 2008 | 158 | 2008 |
LQR through the lens of first order methods: Discrete-time case J Bu, A Mesbahi, M Fazel, M Mesbahi arXiv preprint arXiv:1907.08921, 2019 | 135 | 2019 |
A simplified approach to recovery conditions for low rank matrices S Oymak, K Mohan, M Fazel, B Hassibi 2011 IEEE International Symposium on Information Theory Proceedings, 2318-2322, 2011 | 112 | 2011 |
Network utility maximization with nonconcave utilities using sum-of-squares method M Fazel, M Chiang Decision and Control, 2005 and 2005 European Control Conference. CDC-ECC'05 …, 2005 | 111* | 2005 |
Learning graphical models with hubs KM Tan, P London, K Mohan, SI Lee, M Fazel, D Witten arXiv preprint arXiv:1402.7349, 2014 | 109 | 2014 |
Structured learning of Gaussian graphical models K Mohan, M Chung, S Han, D Witten, SI Lee, M Fazel Advances in neural information processing systems 25, 2012 | 95 | 2012 |
Escaping from saddle points on Riemannian manifolds Y Sun, N Flammarion, M Fazel Advances in Neural Information Processing Systems 32, 2019 | 82 | 2019 |