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We investigate the convergence rate of the recently proposed subgradient-push method for distributed optimization over time-varying directed graphs.
Problem complexity and method efficiency in optimization
A. S. Nemirovski and D. B. Yudin · 1983
Earlier work this paper cites.
Parallel and Distributed Computation: Numerical Methods
D. P. Bertsekas and Tsitsiklis J. N · 1997
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Convex analysis and optimization
D.P. Bertsekas, A. Nedić, and A.E. Ozdaglar · 2003
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Gossip-based computation of aggregate information
D. Kempe, A Dobra, and J. Gehrke · 2003
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Distributed optimization in sensor networks
M. Rabbat and R.D. Nowak · 2004
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Incremental adaptive strategies over distributed networks
C. Lopes and A.H. Sayed · 2007
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On distributed optimization in networked systems
B. Johansson · 2008
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Subgradient methods and consensus algorithms for solving convex optimization problems
B. Johansson, T. Kevizky, M. Johansson, and K.H. Johansson · 2008
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Distributed strategies for making a digraph weight-balanced
B. Gharesifard and J. Cortes · 2009
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On distributed averaging algorithms and quantization effects
A. Nedić, A. Olshevsky, A. Ozdaglar, and J.N. Tsitsiklis · 2009
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Distributed subgradient methods for multi-agent optimization
A. Nedić and A. Ozdaglar · 2009
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Distributed gradient optimization for epidemic routing: A preliminary evaluation
G. Neglia, G. Reina, and S. Alouf · 2009
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Distributed non-autonomous power control through distributed convex optimization
S.S. Ram, V.V. Veeravalli, and A. Nedić · 2009
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Weighted gossip: distributed averaging using non-doubly stochastic matrices
F. Benezit, V. Blondel, P. Thiran, J. Tsitsiklis, and M. Vetterli · 2010
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Competitive spectrum access in cognitive radio networks: graphical game and learning
H. Li and Z. Han · 2010
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Efficient information aggregation for distributed control and signal processing
A. Olshevsky · 2010
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Distributed optimization and games: a tutorial overview
B. Yang and M. Johansson · 2010
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Distributed strategies for average consensus in directed graphs
A.D. Dominguez-Garcia and C. Hadjicostis · 2011
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Distributed subgradient methods for convex optimization over random networks
I. Lobel and A. Ozdaglar · 2011
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Distributed multi-agent optimization with state-dependent communication
I. Lobel, A. Ozdaglar, and D. Feijer · 2011
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Consensus-based distributed optimization: Practical issues and applications in large-scale machine learning
K.I. Tsianos, S. Lawlor, and M.G. Rabbat · 2012
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Push-sum distributed dual averaging for convex optimization
K.I. Tsianos, S. Lawlor, and M.G. Rabbat · 2012
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Distributed strongly convex optimization
K.I. Tsianos and M.G. Rabbat · 2012
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Robust average consensus over packet dropping links: analysis via coefficients of ergodicity
N. H. Vaidya, C.N. Hadjicostis, and A.D. Dominguez-Garcia · 2012
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Distributed matrix scaling and application to average consensus on directed graphs
A. D. Dominguez-Garcia and C.N. Hadjicostis · 2013
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Distributed optimization by myopic strategic interactions and the price of heterogeneity
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Asynchronous broadcast-based convex optimizatio over a network
A. Nedić · 2011
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Distributed asynchronous constrained stochastic optimization
K. Srivastava and A. Nedić · 2011
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Distributed consensus and optimization under communication delays
K.I. Tsianos and M.G. Rabbat · 2011
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Information-theoretic lower bounds on the oracle complexity of stochastic convex optimization
A Agarwal, P. L. Bartlett, P. Ravikumar, and M. J. Wainwright · 2012
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Diffusion adaptation strategies for distributed optimization and learning over networks
J. Chen and A. H. Sayed · 2012
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Reselient networked control of distributed energy resources
A.D. Dominguez-Garcia, C.N. Hadjicostis, and N.F. Vaidya · 2012
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B. Gharesifard, B. Touri, T. Basar, and C. Langbort · 2013
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Asynchronous distributed optimization using a randomized alternating direction method of multipliers
F. Iutzeler, P. Bianchi, P. Ciblat, and W. Hachem · 2013
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Distributed optimization of strongly convex functions over time-varying graphs
A. Nedic and A. Olshevsky · 2013
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Distributed optimization over time-varying directed graphs
A. Nedić and A. Olshevsky · 2013
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The role of the Network in Distributed Optimization Algorithms: Convergence Rates, Scalability, Communication / Computation Tradeoffs and Communication Delays
K.I. Tsianos · 2013
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Simple iteration-optimal distributed optimization
K.I. Tsianos and M.G. Rabbat · 2013
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On the O(1/k) convergence of asynchronous distributed alternating direction method of multipliers
E. Wei and A. Ozdaglar · 2013
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Distributed continuous-time convex optimization on weight-balanced digraphs
B. Gharesifard and J. Cortes · 2014
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On stochastic subgradient mirror-descent algorithm with weighted averaging
A. Nedić and S. Lee · 2014
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