Maryam Fazel
Maryam Fazel
Professor of Electrical and Computer Engineering, University of Washington
Verified email at uw.edu - Homepage
Title
Cited by
Cited by
Year
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
30942010
Matrix rank minimization with applications
M Fazel
Elec Eng Dept Stanford University 54, 1-130, 2002
13782002
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
9632001
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
5492003
Iterative reweighted algorithms for matrix rank minimization
K Mohan, M Fazel
Journal of Machine Learning Research 13 (Nov), 3441-3473, 2012
3662012
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
3482013
Portfolio optimization with linear and fixed transaction costs
MS Lobo, M Fazel, S Boyd
Annals of Operations Research 152 (1), 341-365, 2007
3352007
Rank minimization and applications in system theory
M Fazel, H Hindi, S Boyd
Proceedings of the 2004 American control conference 4, 3273-3278, 2004
2552004
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
2342015
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
1842011
Global convergence of policy gradient methods for the linear quadratic regulator
M Fazel, R Ge, SM Kakade, M Mesbahi
arXiv preprint arXiv:1801.05039, 2018
167*2018
Reweighted nuclear norm minimization with application to system identification
K Mohan, M Fazel
Proceedings of the 2010 American Control Conference, 2953-2959, 2010
1532010
Node-Based Learning of Multiple Gaussian Graphical Models
K Mohan, P London, M Fazel, SI Lee, D Witten
arXiv preprint arXiv:1303.5145, 2013
1392013
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
1142008
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
97*2005
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
932011
Structured learning of Gaussian graphical models
K Mohan, M Chung, S Han, D Witten, SI Lee, M Fazel
Advances in neural information processing systems, 620-628, 2012
722012
Learning graphical models with hubs
KM Tan, P London, K Mohan, SI Lee, M Fazel, D Witten
arXiv preprint arXiv:1402.7349, 2014
712014
Random access compressed sensing over fading and noisy communication channels
F Fazel, M Fazel, M Stojanovic
IEEE Transactions on Wireless Communications 12 (5), 2114-2125, 2013
572013
Clustering by left-stochastic matrix factorization
R Arora, M Gupta, A Kapila, M Fazel
Proceedings of the 28th International Conference on Machine Learning (ICML …, 2011
472011
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Articles 1–20