Fetching the paper…
Reading the bibliography…
We provide a new proof of the linear convergence of the alternating direction method of multipliers (ADMM) when one of the objective terms is strongly convex.
Sur l’approximation, par éléments finis d’ordre un, et la résolution, par pénalisation-dualité d’une classe de problèmes de Dirichlet non linéaires
Glowinski, R. and Marroco, A · 1975
Earlier work this paper cites.
A dual algorithm for the solution of nonlinear variational problems via finite element approximation
Gabay, D. and Mercier, B · 1976
Earlier work this paper cites.
Splitting algorithms for the sum of two nonlinear operators
Lions, P.-L. and Mercier, B · 1979
Earlier work this paper cites.
Guaranteed rates of exponential convergence for uncertain systems
Corless, M · 1990
Earlier work this paper cites.
On the Douglas–Rachford splitting method and the proximal point algorithm for maximal monotone operators
Eckstein, J. and Bertsekas, D. P · 1992
Earlier work this paper cites.
Parallel alternating direction multiplier decomposition of convex programs
Eckstein, J · 1994
Earlier work this paper cites.
Operator-splitting methods for monotone affine variational inequalities, with a parallel application to optimal control
Eckstein, J. and Ferris, M. C · 1998
Earlier work this paper cites.
Alternating direction algorithms for constrained sparse regression: application to hyperspectral unmixing
Bioucas-Dias, J. M. and Figueiredo, M. A. T · 2010
Earlier work this paper cites.
Consensus-based distributed support vector machines
Forero, P. A., Cano, A., and Giannakis, G. B · 2010
Earlier work this paper cites.
Distributed optimization and statistical learning via the alternating direction method of multipliers
Boyd, S., Parikh, N., Chu, E., Peleato, B., and Eckstein, J · 2011
Earlier work this paper cites.
An alternating direction method for dual MAP LP relaxation
Meshi, O. and Globerson, A · 2011
Earlier work this paper cites.
On the global and linear convergence of the generalized alternating direction method of multipliers
Deng, W. and Yin, W · 2012
Cited alongside, same era.
Fast alternating direction optimization methods
Goldstein, T., O’Donoghue, B., and Setzer, S · 2012
Cited alongside, same era.
On the linear convergence of the alternating direction method of multipliers
Hong, M. and Luo, Z.-Q · 2012
Cited alongside, same era.
An ADMM algorithm for a class of total variation regularized estimation problems
Wahlberg, B., Boyd, S., Annergren, M., and Wang, Y · 2012
Cited alongside, same era.
Online alternating direction method
Wang, H. and Banerjee, A · 2012
Cited alongside, same era.
Efficient distributed linear classification algorithms via the alternating direction method of multipliers
Large scale distributed sparse precision estimation
Wang, H., Banerjee, A., Hsieh, C.-J., Ravikumar, P. K., and Dhillon, I. S · 2013
Later among the works it cites.
Overlapping trace norms in multi-view learning
Behmardi, B., Archambeau, C., and Bouchard, G · 2014
Later among the works it cites.
Optimizing Resource Allocations for Dynamic Interactive Applications
Bird, S · 2014
Later among the works it cites.
Diagonal scaling in Douglas–Rachford splitting and ADMM
Giselsson, P. and Boyd, S · 2014
Later among the works it cites.
Linear convergence rate for distributed optimization with the alternating direction method of multipliers
Iutzeler, F., Bianchi, P., Ciblat, Ph., and Hachem, W · 2014
Later among the works it cites.
Analysis and design of optimization algorithms via integral quadratic constraints
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Zhang, C., Lee, H., and Shin, K. G · 2012
Cited alongside, same era.
Convex two-layer modeling
Aslan, Ö., Cheng, H., Zhang, X., and Schuurmans, D · 2013
Cited alongside, same era.
Incremental quadratic stability
D’Alto, L. and Corless, M · 2013
Cited alongside, same era.
Linear approximation to ADMM for MAP inference
Forouzan, S. and Ihler, A · 2013
Cited alongside, same era.
A new convex relaxation for tensor completion
Romera-Paredes, B. and Pontil, M · 2013
Cited alongside, same era.
Convergence rate analysis of several splitting schemes
Davis, D. and Yin, W
Cited in the paper.
Convergence rates of relaxed Peaceman-Rachford and ADMM under regularity assumptions
Davis, D. and Yin, W
Cited in the paper.
Lessard, L., Recht, B., and Packard, A · 2014
Later among the works it cites.
Communication efficient distributed machine learning with the parameter server
Li, M., Andersen, D. G., Smola, A. J., and Yu, K · 2014
Later among the works it cites.
Multi-step stochastic ADMM in high dimensions: Applications to sparse optimization and matrix decomposition
Sedghi, H., Anandkumar, A., and Jonckheere, E · 2014
Later among the works it cites.
Asynchronous distributed ADMM for consensus optimization
Zhang, R. and Kwok, J · 2014
Later among the works it cites.
Optimal parameter selection for the alternating direction method of multipliers (ADMM): Quadratic problems
Ghadimi, E., Teixeira, A., Shames, I., and Johansson, M · 2015
Closest in time.