Angelia Nedich

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Asuman OzdaglarEECS, MITVerified email at mit.edu
Alex OlshevskyAssociate Professor, Boston UniversityVerified email at bu.edu
Uday V. ShanbhagProfessor, Industrial and Manufacturing Engineering, Pennsylvania State UniversityVerified email at psu.edu
Venugopal V. VeeravalliHenry Magnuski Professor, ECE, University of Illinois at Urbana-ChampaignVerified email at illinois.edu
Dimitri BertsekasMassachusetts Institute of TechnologyVerified email at mit.edu
Tamer BaşarSwanlund Endowed Chair Emeritus & CAS Professor Emeritus of Electrical and Computer EngineeringVerified email at illinois.edu
Ji LiuStony Brook UniversityVerified email at stonybrook.edu
Behrouz TouriAssistant ProfessorVerified email at ucsd.edu
César A. UribeRice UniversityVerified email at rice.edu
Soomin LeeYahoo Research / Verizon MediaVerified email at verizonmedia.com
Wei (Wilbur) ShiPostdoctoral Research Associate, Princeton UniversityVerified email at princeton.edu
Farzad YousefianAssistant Professor, Oklahoma State UniversityVerified email at okstate.edu
Anna ScaglioneProfessor of Electrical and Computer Engineering, ASUVerified email at asu.edu
Jayash KoshalApplied Scientist, Amazon.comVerified email at illinois.edu
Carolyn L BeckProfessor of Industrial Engineering, University of Illinois at Urbana-ChampaignVerified email at illinois.edu
Philip E. ParéPurdue UniversityVerified email at purdue.edu
Pablo A. ParriloProfessor of Electrical Engineering and Computer Science, Massachusetts Institute of TechnologyVerified email at mit.edu
John TsitsiklisProfessor of Electrical Engineering, MITVerified email at mit.edu
kunal srivastavaUniversity of Illinois Urbana-Champaign, United Technologies Research CenterVerified email at utrc.utc.com
Alexander GasnikovMIPTVerified email at mipt.ru

Angelia Nedich

Professor, Arizona State University

Verified email at asu.edu - Homepage

nonlinear programming convex optimization variational inequalities complex networks


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Distributed subgradient methods for multi-agent optimization A Nedic, A Ozdaglar IEEE Transactions on Automatic Control 54 (1), 48-61, 2009	2594	2009
Constrained consensus and optimization in multi-agent networks A Nedic, A Ozdaglar, PA Parrilo IEEE Transactions on Automatic Control 55 (4), 922-938, 2010	1549	2010
Distributed optimization over time-varying directed graphs A Nedić, A Olshevsky IEEE Transactions on Automatic Control 60 (3), 601-615, 2014	718	2014
Distributed stochastic subgradient projection algorithms for convex optimization SS Ram, A Nedić, VV Veeravalli Journal of optimization theory and applications 147 (3), 516-545, 2010	665	2010
Incremental subgradient methods for nondifferentiable optimization A Nedic, DP Bertsekas SIAM Journal on Optimization 12 (1), 109-138, 2001	656	2001
On distributed averaging algorithms and quantization effects A Nedic, A Olshevsky, A Ozdaglar, JN Tsitsiklis IEEE Transactions on automatic control 54 (11), 2506-2517, 2009	569	2009
Achieving geometric convergence for distributed optimization over time-varying graphs A Nedic, A Olshevsky, W Shi SIAM Journal on Optimization 27 (4), 2597-2633, 2017	459	2017
Athena Scientific optimization and computation series D Bertsekas, A Nedić, AE Ozdaglar Athena Scientific, 1999	400	1999
Approximate primal solutions and rate analysis for dual subgradient methods A Nedić, A Ozdaglar SIAM Journal on Optimization 19 (4), 1757-1780, 2009	357	2009
Subgradient methods for saddle-point problems A Nedić, A Ozdaglar Journal of optimization theory and applications 142 (1), 205-228, 2009	352	2009
Distributed constrained optimization by consensus-based primal-dual perturbation method TH Chang, A Nedić, A Scaglione IEEE Transactions on Automatic Control 59 (6), 1524-1538, 2014	304	2014
Distributed asynchronous constrained stochastic optimization K Srivastava, A Nedic IEEE Journal of Selected Topics in Signal Processing 5 (4), 772-790, 2011	294	2011
Convergence rate of incremental subgradient algorithms A Nedić, D Bertsekas Stochastic optimization: algorithms and applications, 223-264, 2001	290	2001
Asynchronous broadcast-based convex optimization over a network A Nedic IEEE Transactions on Automatic Control 56 (6), 1337-1351, 2010	262	2010
Incremental stochastic subgradient algorithms for convex optimization SS Ram, A Nedić, VV Veeravalli SIAM Journal on Optimization 20 (2), 691-717, 2009	243	2009
Least squares policy evaluation algorithms with linear function approximation A Nedić, DP Bertsekas Discrete Event Dynamic Systems 13 (1), 79-110, 2003	230	2003
10 cooperative distributed multi-agent A Nedic, A Ozdaglar Convex optimization in signal processing and communications 340, 2010	222	2010
Stochastic gradient-push for strongly convex functions on time-varying directed graphs A Nedić, A Olshevsky IEEE Transactions on Automatic Control 61 (12), 3936-3947, 2016	201	2016
Network topology and communication-computation tradeoffs in decentralized optimization A Nedić, A Olshevsky, MG Rabbat Proceedings of the IEEE 106 (5), 953-976, 2018	198	2018
Distributed random projection algorithm for convex optimization S Lee, A Nedic IEEE Journal of Selected Topics in Signal Processing 7 (2), 221-229, 2013	175	2013

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