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Angelia Nedich
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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
35952009
Convex analysis and optimization
D Bertsekas, A Nedic, A Ozdaglar
Athena Scientific, 2003
29442003
Constrained consensus and optimization in multi-agent networks
A Nedic, A Ozdaglar, PA Parrilo
IEEE Transactions on Automatic Control 55 (4), 922-938, 2010
20242010
Distributed optimization over time-varying directed graphs
A NediŠ, A Olshevsky
IEEE Transactions on Automatic Control 60 (3), 601-615, 2014
10982014
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
8722017
Distributed stochastic subgradient projection algorithms for convex optimization
S Sundhar Ram, A NediŠ, VV Veeravalli
Journal of optimization theory and applications 147, 516-545, 2010
8102010
Incremental subgradient methods for nondifferentiable optimization
A Nedic, DP Bertsekas
SIAM Journal on Optimization 12 (1), 109-138, 2001
7342001
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
6582009
Subgradient methods for saddle-point problems
A NediŠ, A Ozdaglar
Journal of optimization theory and applications 142, 205-228, 2009
5052009
Network topology and communication-computation tradeoffs in decentralized optimization
A NediŠ, A Olshevsky, MG Rabbat
Proceedings of the IEEE 106 (5), 953-976, 2018
4852018
Athena Scientific optimization and computation series
DP Bertsekas
Athena Scientific, 1999
4441999
Approximate primal solutions and rate analysis for dual subgradient methods
A NediŠ, A Ozdaglar
SIAM Journal on Optimization 19 (4), 1757-1780, 2009
4132009
Distributed constrained optimization by consensus-based primal-dual perturbation method
TH Chang, A NediŠ, A Scaglione
IEEE Transactions on Automatic Control 59 (6), 1524-1538, 2014
3992014
Distributed asynchronous constrained stochastic optimization
K Srivastava, A Nedic
IEEE journal of selected topics in signal processing 5 (4), 772-790, 2011
3512011
Stochastic gradient-push for strongly convex functions on time-varying directed graphs
A NediŠ, A Olshevsky
IEEE Transactions on Automatic Control 61 (12), 3936-3947, 2016
3162016
Push–pull gradient methods for distributed optimization in networks
S Pu, W Shi, J Xu, A NediŠ
IEEE Transactions on Automatic Control 66 (1), 1-16, 2020
3102020
Convergence rate of incremental subgradient algorithms
A NediŠ, D Bertsekas
Stochastic optimization: algorithms and applications, 223-264, 2001
3102001
Asynchronous broadcast-based convex optimization over a network
A Nedic
IEEE Transactions on Automatic Control 56 (6), 1337-1351, 2010
3082010
Distributed algorithms for aggregative games on graphs
J Koshal, A NediŠ, UV Shanbhag
Operations Research 64 (3), 680-704, 2016
2782016
Incremental stochastic subgradient algorithms for convex optimization
SS Ram, A NediŠ, VV Veeravalli
SIAM Journal on Optimization 20 (2), 691-717, 2009
2752009
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