Distributed subgradient methods for multi-agent optimization A Nedic, A Ozdaglar IEEE Transactions on Automatic Control 54 (1), 48-61, 2009 | 3842 | 2009 |
Convex analysis and optimization D Bertsekas, A Nedic, A Ozdaglar Athena Scientific, 2003 | 3021 | 2003 |
Constrained consensus and optimization in multi-agent networks A Nedic, A Ozdaglar, PA Parrilo IEEE Transactions on Automatic Control 55 (4), 922-938, 2010 | 2123 | 2010 |
Distributed optimization over time-varying directed graphs A Nedić, A Olshevsky IEEE Transactions on Automatic Control 60 (3), 601-615, 2014 | 1173 | 2014 |
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 | 980 | 2017 |
Distributed stochastic subgradient projection algorithms for convex optimization S Sundhar Ram, A Nedić, VV Veeravalli Journal of optimization theory and applications 147, 516-545, 2010 | 859 | 2010 |
Incremental subgradient methods for nondifferentiable optimization A Nedic, DP Bertsekas SIAM Journal on Optimization 12 (1), 109-138, 2001 | 746 | 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 | 657 | 2009 |
Network topology and communication-computation tradeoffs in decentralized optimization A Nedić, A Olshevsky, MG Rabbat Proceedings of the IEEE 106 (5), 953-976, 2018 | 560 | 2018 |
Subgradient methods for saddle-point problems A Nedić, A Ozdaglar Journal of optimization theory and applications 142, 205-228, 2009 | 539 | 2009 |
Athena Scientific optimization and computation series DP Bertsekas Athena Scientific, 1999 | 452 | 1999 |
Approximate primal solutions and rate analysis for dual subgradient methods A Nedić, A Ozdaglar SIAM Journal on Optimization 19 (4), 1757-1780, 2009 | 442 | 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 | 418 | 2014 |
Distributed asynchronous constrained stochastic optimization K Srivastava, A Nedic IEEE journal of selected topics in signal processing 5 (4), 772-790, 2011 | 374 | 2011 |
Push–pull gradient methods for distributed optimization in networks S Pu, W Shi, J Xu, A Nedić IEEE Transactions on Automatic Control 66 (1), 1-16, 2020 | 357 | 2020 |
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 | 338 | 2016 |
Asynchronous broadcast-based convex optimization over a network A Nedic IEEE Transactions on Automatic Control 56 (6), 1337-1351, 2010 | 317 | 2010 |
Convergence rate of incremental subgradient algorithms A Nedić, D Bertsekas Stochastic optimization: algorithms and applications, 223-264, 2001 | 315 | 2001 |
Distributed stochastic gradient tracking methods S Pu, A Nedić Mathematical Programming 187 (1), 409-457, 2021 | 303 | 2021 |
Distributed algorithms for aggregative games on graphs J Koshal, A Nedić, UV Shanbhag Operations Research 64 (3), 680-704, 2016 | 303 | 2016 |