Necdet Serhat Aybat

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Erfan Yazdandoost HamedaniAssistant Professor, Systems and Industrial Engineering, University of ArizonaDirección de correo verificada de arizona.edu
Mert GürbüzbalabanRutgers UniversityDirección de correo verificada de business.rutgers.edu
Garud N. IyengarColumbia UniversityDirección de correo verificada de columbia.edu
Constantino LagoaThe Pennsylvania State UniversityDirección de correo verificada de engr.psu.edu
Shiqian MaRice UniversityDirección de correo verificada de rice.edu
Mahmoud AshourQualcomm Technologies, Inc. Wireless R&DDirección de correo verificada de qti.qualcomm.com
Xuan ZhangApplied Scientist, AmazonDirección de correo verificada de psu.edu
Uday V. ShanbhagProfessor, Industrial and Operations Engineering, University of Michigan, Ann Arbor, MI.Dirección de correo verificada de umich.edu
Alireza FallahUC BerkeleyDirección de correo verificada de berkeley.edu
Asuman OzdaglarMathworks Professor, EECS, MITDirección de correo verificada de mit.edu
Afrooz JalilzadehThe University of ArizonaDirección de correo verificada de email.arizona.edu
Tianyi LinColumbia UniversityDirección de correo verificada de columbia.edu
Ashkan JasourNASA, MITDirección de correo verificada de csail.mit.edu
Donald GoldfarbColumbia UniversityDirección de correo verificada de columbia.edu
Thierry BOUWMANSLaboratoire MIA, La Rochelle UniversitéDirección de correo verificada de univ-lr.fr
Elhadi Zahzahuniversité de la rochelleDirección de correo verificada de univ-lr.fr
Sam Davanloo TajbakhshThe Ohio State UniversityDirección de correo verificada de osu.edu
Enrique del CastilloDistinguished Professor, Industrial Engineering & Statistics depts., Penn State UniversityDirección de correo verificada de psu.edu
BUGRA CANRutgers UniversityDirección de correo verificada de scarletmail.rutgers.edu
A. Pedro AguiarProfessor of Electrical and Computer Engineering, Faculty of Engineering, University of PortoDirección de correo verificada de fe.up.pt

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Necdet Serhat Aybat

Industrial and Manufacturing Engineering, Penn State University

Dirección de correo verificada de psu.edu - Página principal

Convex Optimization Large Scale Optimization


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
A Primal-Dual Algorithm with Line Search for General Convex-Concave Saddle Point Problems EY Hamedani, NS Aybat SIAM Journal on Optimization 31 (2), 1299-1329, 2021	171	2021
Distributed linearized alternating direction method of multipliers for composite convex consensus optimization NS Aybat, Z Wang, T Lin, S Ma IEEE Transactions on Automatic Control 63 (1), 5-20, 2017	162	2017
Handbook of robust low-rank and sparse matrix decomposition: Applications in image and video processing T Bouwmans, NS Aybat, E Zahzah CRC Press, 2016	137	2016
Semidefinite Programming For Chance Constrained Optimization Over Semialgebraic Sets AM Jasour, NS Aybat, CM Lagoa SIAM Journal on Optimization 25 (3), 1411-1440, 2015	70	2015
Robust accelerated gradient methods for smooth strongly convex functions NS Aybat, A Fallah, M Gurbuzbalaban, A Ozdaglar SIAM Journal on Optimization 30 (1), 717-751, 2020	68	2020
A universally optimal multistage accelerated stochastic gradient method NS Aybat, A Fallah, M Gurbuzbalaban, A Ozdaglar Advances in Neural Information Processing Systems, 8525-8536, 2019	66	2019
Efficient optimization algorithms for robust principal component analysis and its variants S Ma, NS Aybat Proceedings of the IEEE 106 (8), 1411-1426, 2018	60	2018
A first-order augmented Lagrangian method for compressed sensing NS Aybat, G Iyengar SIAM Journal on Optimization 22 (2), 429-459, 2012	52	2012
A distributed ADMM-like method for resource sharing under conic constraints over time-varying networks NS Aybat, EY Hamedani SIAM Journal on Optimization 29 (4), 3036-3068, 2019	51	2019
An alternating direction method with increasing penalty for stable principal component pursuit NS Aybat, G Iyengar Computational Optimization and Applications 61 (3), 635-668, 2015	51	2015
A primal-dual method for conic constrained distributed optimization problems NS Aybat, EY Hamedani Advances in Neural Information Processing Systems, 5049-5057, 2016	50	2016
Efficient algorithms for robust and stable principal component pursuit problems NS Aybat, D Goldfarb, S Ma Computational Optimization and Applications 58 (1), 1-29, 2014	45*	2014
A first-order smoothed penalty method for compressed sensing NS Aybat, G Iyengar SIAM Journal on Optimization 21 (1), 287-313, 2011	45	2011
An asynchronous distributed proximal gradient method for composite convex optimization N Aybat, Z Wang, G Iyengar Proceedings of the 32nd International Conference on Machine Learning (ICML …, 2015	44	2015
SAPD+: An Accelerated Stochastic Method for Nonconvex-Concave Minimax Problems X Zhang, NS Aybat, M Gurbuzbalaban Advances in Neural Information Processing Systems, 2022	34	2022
Randomized Primal-Dual Methods with Adaptive Step Sizes EY Hamedani, A Jalilzadeh, NS Aybat Proceedings of The 26th International Conference on Artificial Intelligence …, 2023	33*	2023
A unified approach for minimizing composite norms NS Aybat, G Iyengar Mathematical Programming 144 (1-2), 181-226, 2014	33	2014
An Augmented Lagrangian Method for Conic Convex Programming NS Aybat, G Iyengar arXiv preprint arXiv:1302.6322, 2013	33	2013
Fast first-order methods for stable principal component pursuit NS Aybat, D Goldfarb, G Iyengar arXiv preprint arXiv:1105.2126, 2011	32	2011
Robust Accelerated Primal-Dual Methods for Computing Saddle Points X Zhang, NS Aybat, M Gürbüzbalaban accepted to SIAM Journal on Optimization (arXiv preprint arXiv:2111.12743), 2021	24	2021

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