Maryam Fazel

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Pablo A. ParriloProfessor of Electrical Engineering and Computer Science, Massachusetts Institute of TechnologyE-mail confirmado em mit.edu
Mehran MesbahiUniversity of WashingtonE-mail confirmado em aa.washington.edu
Benjamin RechtProfessor of EECS, University of California, BerkeleyE-mail confirmado em eecs.berkeley.edu
Stephen BoydProfessor of Electrical Engineering, Computer Science, and Management Science, StanfordE-mail confirmado em stanford.edu
Samet OymakUniversity of MichiganE-mail confirmado em umich.edu
Babak HassibiMose and Lilian S. Bohn Professor of Electrical EngineeringE-mail confirmado em caltech.edu
Haitham HindiPrincipal Research Scientist, Amazon.com, USAE-mail confirmado em amazon.com
Omid SadeghiLead Research ScientistE-mail confirmado em 8451.com
Milica StojanovicProfessor of Electrical and Computer Engineering, Northeastern UniversityE-mail confirmado em ece.neu.edu
fatemeh fazelIntel CorporationE-mail confirmado em intel.com
Yue SunMicrosoftE-mail confirmado em microsoft.com
Daniela WittenProfessor of Statistics & Biostatistics, Dorothy Gilford Endowed Chair, University of WashingtonE-mail confirmado em u.washington.edu
Dmitriy DrusvyatskiyUniversity of WashingtonE-mail confirmado em uw.edu
Su-In LeeComputer Science & Engineering, University of WashingtonE-mail confirmado em cs.washington.edu
Krishnamurthy DvijothamServiceNow ResearchE-mail confirmado em cs.washington.edu
Sham M KakadeHarvard UniversityE-mail confirmado em seas.harvard.edu
Rong GeDuke UniversityE-mail confirmado em cs.duke.edu
Reza EghbaliUniversity of California, San FranciscoE-mail confirmado em ucsf.edu
Palma LondonUCSD, Postdoctoral ScholarE-mail confirmado em caltech.edu
Adhyyan NarangPhD Student in ECE, University of WashingtonE-mail confirmado em uw.edu

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Maryam Fazel

Moorthy Family Professor of Electrical and Computer Engineering, University of Washington

E-mail confirmado em uw.edu - Página inicial

Optimization Machine Learning Control Signal Processing


Título Ordenar por citações Ordenar por ano Ordenar por título	Citado por Citado por	Ano
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	4302	2010
Matrix rank minimization with applications M Fazel Elec Eng Dept Stanford University 54, 1-130, 2002	1840	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	1247	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	757	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	729	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	577	2013
Iterative reweighted algorithms for matrix rank minimization K Mohan, M Fazel Journal of Machine Learning Research 13 (Nov), 3441-3473, 2012	530	2012
Portfolio optimization with linear and fixed transaction costs MS Lobo, M Fazel, S Boyd Annals of Operations Research 152 (1), 341-365, 2007	473	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	323	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	320	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	236	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	212	2011
Reweighted nuclear norm minimization with application to system identification K Mohan, M Fazel Proceedings of the 2010 American Control Conference, 2953-2959, 2010	197	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	164	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	150	2019
Learning graphical models with hubs KM Tan, P London, K Mohan, SI Lee, M Fazel, D Witten arXiv preprint arXiv:1402.7349, 2014	118	2014
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	113*	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	112	2011
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	104	2012
Toward a theoretical foundation of policy optimization for learning control policies B Hu, K Zhang, N Li, M Mesbahi, M Fazel, T Başar Annual Review of Control, Robotics, and Autonomous Systems 6 (1), 123-158, 2023	92	2023

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