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Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers

MONOGRAPH published 2010

Authors: Stephen Boyd

https://doi.org/10.1561/9781601984616 Actions

Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers

JOURNAL ARTICLE published 2010 in Foundations and Trends® in Machine Learning

Authors: Stephen Boyd

https://doi.org/10.1561/2200000016 Actions

ADMM for Distributed Optimization

BOOK CHAPTER published 2022 in Alternating Direction Method of Multipliers for Machine Learning

Authors: Zhouchen Lin | Huan Li | Cong Fang

https://doi.org/10.1007/978-981-16-9840-8_6 Actions

Differentially Private Federated Learning via Alternating Direction Method of Multipliers

PROCEEDINGS ARTICLE published 17 December 2023 in 2023 IEEE 29th International Conference on Parallel and Distributed Systems (ICPADS)

Authors: Luyan Yang

https://doi.org/10.1109/icpads60453.2023.00086 Actions

Image Deblurring via Alternating Direction Method of Multipliers

JOURNAL ARTICLE published 5 July 2017 in International Journal of Science and Research (IJSR)

https://doi.org/10.21275/art20175307 Actions

A distributed alternating direction method of multipliers algorithm for consensus optimization

PROCEEDINGS ARTICLE published November 2019 in 2019 Chinese Automation Congress (CAC)

Authors: Xia Zhang | Ding Liu | Fei Yu | Duqiao Zhao

https://doi.org/10.1109/cac48633.2019.8996442 Actions

Distributed Target Tracking in Multi-Agent Networks via Sequential Quadratic Alternating Direction Method of Multipliers

PROCEEDINGS ARTICLE published 31 May 2023 in 2023 American Control Conference (ACC)

Authors: Ola Shorinwa | Mac Schwager

https://doi.org/10.23919/acc55779.2023.10156402 Actions

Infeasibility Detection in the Alternating Direction Method of Multipliers for Convex Optimization

PROCEEDINGS ARTICLE published September 2018 in 2018 UKACC 12th International Conference on Control (CONTROL)

Authors: Goran Banjac | Paul Goulart | Bartolomeo Stellato | Stephen Boyd

https://doi.org/10.1109/control.2018.8516858 Actions

Distributed Nash equilibrium tracking via the alternating direction method of multipliers

JOURNAL ARTICLE published 5 October 2023 in Kybernetika

Authors: Ji Ma | Zheng Yang | Ziqin Chen

https://doi.org/10.14736/kyb-2023-4-0612 Actions

Asynchronous distributed optimization using a randomized alternating direction method of multipliers

PROCEEDINGS ARTICLE published December 2013 in 52nd IEEE Conference on Decision and Control

Authors: Franck Iutzeler | Pascal Bianchi | Philippe Ciblat | Walid Hachem

https://doi.org/10.1109/cdc.2013.6760448 Actions

ADMM for Nonconvex Optimization

BOOK CHAPTER published 2022 in Alternating Direction Method of Multipliers for Machine Learning

Authors: Zhouchen Lin | Huan Li | Cong Fang

https://doi.org/10.1007/978-981-16-9840-8_4 Actions

Distributed sparse learning for stochastic configuration networks via alternating direction method of multipliers

JOURNAL ARTICLE published October 2023 in Applied Intelligence

Research funded by National Natural Science Foundation of China (62166013) | Natural Science Foundation of Guangxi Province (2022GXNSFAA035499) | Guilin University of Technology (GLUTQD2007029)

Authors: Yujun Zhou | Wu Ai | Guoqiang Tang | Huazhou Chen

https://doi.org/10.1007/s10489-023-04765-4 Actions

Optimal siting and sizing of distributed energy storage systems via alternating direction method of multipliers

PROCEEDINGS ARTICLE published August 2014 in 2014 Power Systems Computation Conference

Authors: Mostafa Nick | Rachid Cherkaoui | Mario Paolone

https://doi.org/10.1109/pscc.2014.7038335 Actions

Distributed Nash Equilibrium Seeking via the Alternating Direction Method of Multipliers

JOURNAL ARTICLE published July 2017 in IFAC-PapersOnLine

Authors: Farzad Salehisadaghiani | Lacra Pavel

https://doi.org/10.1016/j.ifacol.2017.08.983 Actions

Sparse Temporal Difference Learning via Alternating Direction Method of Multipliers

PROCEEDINGS ARTICLE published December 2015 in 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA)

Authors: Nikos Tsipinakis | James D.B. Nelson

https://doi.org/10.1109/icmla.2015.36 Actions

Proximal Alternating Direction Method of Multipliers for distributed optimization on weighted graphs

PROCEEDINGS ARTICLE published December 2015 in 2015 54th IEEE Conference on Decision and Control (CDC)

Authors: De Meng | Maryam Fazel | Mehran Mesbahi

https://doi.org/10.1109/cdc.2015.7402406 Actions

Distributed model predictive consensus via the Alternating Direction Method of Multipliers

PROCEEDINGS ARTICLE published October 2012 in 2012 50th Annual Allerton Conference on Communication, Control, and Computing (Allerton)

Authors: Tyler H. Summers | John Lygeros

https://doi.org/10.1109/allerton.2012.6483202 Actions

Fast Classification Algorithms via Distributed Accelerated Alternating Direction Method of Multipliers

PROCEEDINGS ARTICLE published November 2019 in 2019 IEEE International Conference on Data Mining (ICDM)

Authors: Huihui Wang | Shunmei Meng | Yiming Qiao | Jing Zhang

https://doi.org/10.1109/icdm.2019.00173 Actions

Distributed load balancing using alternating direction method of multipliers

PROCEEDINGS ARTICLE published December 2014 in 2014 IEEE Global Communications Conference

Authors: Alireza Sheikhattar | Mehdi Kalantari

https://doi.org/10.1109/glocom.2014.7036840 Actions

Distributed Joint Resource and Routing Optimization in Wireless Sensor Networks via Alternating Direction Method of Multipliers

JOURNAL ARTICLE published November 2013 in IEEE Transactions on Wireless Communications

Authors: Markus Leinonen | Marian Codreanu | Markku Juntti

https://doi.org/10.1109/twc.2013.100213.121227 Actions
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