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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
32672009
Convex analysis and optimization
D Bertsekas, A Nedic, A Ozdaglar
Athena Scientific, 2003
27952003
Constrained consensus and optimization in multi-agent networks
A Nedic, A Ozdaglar, PA Parrilo
IEEE Transactions on Automatic Control 55 (4), 922-938, 2010
18762010
Distributed optimization over time-varying directed graphs
A Nedić, A Olshevsky
IEEE Transactions on Automatic Control 60 (3), 601-615, 2014
9592014
Distributed stochastic subgradient projection algorithms for convex optimization
SS Ram, A Nedich, VV Veeravalli
arXiv preprint arXiv:0811.2595, 2008
7602008
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
7152017
Incremental subgradient methods for nondifferentiable optimization
A Nedic, DP Bertsekas
SIAM Journal on Optimization 12 (1), 109-138, 2001
7082001
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
6332009
Subgradient methods for saddle-point problems
A Nedić, A Ozdaglar
Journal of optimization theory and applications 142, 205-228, 2009
4482009
Athena Scientific optimization and computation series
DP Bertsekas
Athena Scientific, 1999
4401999
Approximate primal solutions and rate analysis for dual subgradient methods
A Nedić, A Ozdaglar
SIAM Journal on Optimization 19 (4), 1757-1780, 2009
3992009
Network topology and communication-computation tradeoffs in decentralized optimization
A Nedić, A Olshevsky, MG Rabbat
Proceedings of the IEEE 106 (5), 953-976, 2018
3892018
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
3692014
Distributed asynchronous constrained stochastic optimization
K Srivastava, A Nedic
IEEE journal of selected topics in signal processing 5 (4), 772-790, 2011
3282011
Convergence rate of incremental subgradient algorithms
A Nedić, D Bertsekas
Stochastic optimization: algorithms and applications, 223-264, 2001
2932001
Asynchronous broadcast-based convex optimization over a network
A Nedic
IEEE Transactions on Automatic Control 56 (6), 1337-1351, 2010
2912010
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
2812016
Incremental stochastic subgradient algorithms for convex optimization
SS Ram, A Nedić, VV Veeravalli
SIAM Journal on Optimization 20 (2), 691-717, 2009
2692009
10 cooperative distributed multi-agent
A Nedic, A Ozdaglar
Convex optimization in signal processing and communications 340, 2010
2422010
Least squares policy evaluation algorithms with linear function approximation
A Nedić, DP Bertsekas
Discrete Event Dynamic Systems 13 (1-2), 79-110, 2003
2382003
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