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IEEE Transactions on Automatic Control, ISSN 0018-9286, 10/2017, Volume 62, Issue 10, pp. 5082 - 5095
Journal Article
SIAM journal on optimization, ISSN 1095-7189, 2017, Volume 27, Issue 4, pp. 2597 - 2633
This paper considers the problem of distributed optimization over time-varying graphs. For the case of undirected graphs, we introduce a distributed algorithm,... 
Distributed optimization | Linear convergence | Time-varying graphs | Small gain theorem | Inexact gradient | MATHEMATICS, APPLIED | distributed optimization | inexact gradient | small gain theorem | linear convergence | SUBGRADIENT METHODS | time-varying graphs | ALGORITHMS | CONVEX-OPTIMIZATION | AVERAGE CONSENSUS
Journal Article
2013 IEEE Global Conference on Signal and Information Processing, 12/2013, pp. 551 - 554
...) rate of convergence (where k is the iteration number) or Alternating Direction Method of Multipliers (ADMM... 
Algorithm design and analysis | Linear programming | Vectors | Random variables | Optimization | Lagrangian functions | Convergence | Formulations | Synchronous | Multipliers | Coupling agents | Mathematical analysis
Conference Proceeding
Journal Article
Applied mathematics letters, ISSN 0893-9659, 2014, Volume 29, pp. 20 - 25
.... For the same number of function and derivative evaluations, the modified method converges faster, with the convergence order of the method being 1+2... 
Newton’s method | Non-linear equations | Root-finding | Iterative methods | Newton's method | Newton-Raphson method | Approximation | Mathematical analysis | Newton methods | Mathematical models | Derivatives | Standards | Convergence
Journal Article
SIAM journal on optimization, ISSN 1095-7189, 2017, Volume 27, Issue 1, pp. 408 - 437
...) then enters a local linear convergence regime, which we characterize precisely in terms of the structure of the underlying active manifold... 
Forward-backward | Partial smoothness | ISTA/FISTA | Local linear convergence | Inertial methods | Signal and Image Processing | Information Theory | Functional Analysis | Numerical Analysis | Computer Science | Mathematics | Optimization and Control | Statistics | Machine Learning | Statistics Theory
Journal Article
SIAM Journal on Optimization, ISSN 1052-6234, 2008, Volume 19, Issue 3, pp. 1107 - 1130
Journal Article
IEEE Transactions on Signal Processing, ISSN 1053-587X, 03/2015, Volume 63, Issue 5, pp. 1144 - 1155
Journal Article