Maryam Fazel
Maryam Fazel
Moorthy Family Professor of Electrical and Computer Engineering, University of Washington
Verified email at - Homepage
Cited by
Cited by
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
Matrix rank minimization with applications
M Fazel
Elec Eng Dept Stanford University 54, 1-130, 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
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
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
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
Iterative reweighted algorithms for matrix rank minimization
K Mohan, M Fazel
Journal of Machine Learning Research 13 (Nov), 3441-3473, 2012
Portfolio optimization with linear and fixed transaction costs
MS Lobo, M Fazel, S Boyd
Annals of Operations Research 152 (1), 341-365, 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
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
Node-Based Learning of Multiple Gaussian Graphical Models
K Mohan, P London, M Fazel, SI Lee, D Witten
arXiv preprint arXiv:1303.5145, 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
Reweighted nuclear norm minimization with application to system identification
K Mohan, M Fazel
Proceedings of the 2010 American Control Conference, 2953-2959, 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
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
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
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
Learning graphical models with hubs
KM Tan, P London, K Mohan, SI Lee, M Fazel, D Witten
arXiv preprint arXiv:1402.7349, 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
Escaping from saddle points on Riemannian manifolds
Y Sun, N Flammarion, M Fazel
Advances in Neural Information Processing Systems 32, 2019
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