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Arda Aytekin
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An asynchronous mini-batch algorithm for regularized stochastic optimization
HR Feyzmahdavian, A Aytekin, M Johansson
IEEE Transactions on Automatic Control 61 (12), 3740-3754, 2016
1512016
Advances in asynchronous parallel and distributed optimization
M Assran, A Aytekin, HR Feyzmahdavian, M Johansson, MG Rabbat
Proceedings of the IEEE 108 (11), 2013-2031, 2020
942020
A delayed proximal gradient method with linear convergence rate
HR Feyzmahdavian, A Aytekin, M Johansson
2014 IEEE international workshop on machine learning for signal processing …, 2014
662014
Analysis and implementation of an asynchronous optimization algorithm for the parameter server
A Aytekin, HR Feyzmahdavian, M Johansson
arXiv preprint arXiv:1610.05507, 2016
502016
Exploiting serverless runtimes for large-scale optimization
A Aytekin, M Johansson
2019 IEEE 12th International Conference on Cloud Computing (CLOUD), 499-501, 2019
27*2019
A flexible framework for communication-efficient machine learning
S Khirirat, S Magnússon, A Aytekin, M Johansson
Proceedings of the AAAI Conference on Artificial Intelligence 35 (9), 8101-8109, 2021
22*2021
To wait or to drop: On the optimal number of retransmissions in wireless control
B Demirel, A Aytekin, DE Quevedo, M Johansson
2015 European Control Conference (ECC), 962-968, 2015
162015
Asynchronous incremental block-coordinate descent
A Aytekin, HR Feyzmahdavian, M Johansson
2014 52nd Annual Allerton Conference on Communication, Control, and …, 2014
82014
Asynchronous first-order algorithms for large-scale optimization: analysis and implementation
A Aytekin
KTH Royal Institute of Technology, 2019
52019
Asynchronous algorithms for large-scale optimization: Analysis and implementation
A Aytekin
KTH Royal Institute of Technology, 2017
42017
POLO. Jl: Policy-based optimization algorithms in Julia
M Biel, A Aytekin, M Johansson
Advances in Engineering Software 136, 102695, 2019
32019
POLO: a POLicy-based Optimization library
A Aytekin, M Biel, M Johansson
arXiv preprint arXiv:1810.03417, 2018
32018
Application of Monte Carlo Tree Search in Periodic Schedule Design for Networked Control Systems
B Demirel, A Aytekin
2021 European Control Conference (ECC), 168-175, 2021
2021
Performance Analysis of Networked Control Systems under Periodic Communication Schedules.
B Demirel, A Aytekin
CoRR, 2020
2020
Asynchronism and convergence rates in distributed optimization
HR Feyzmahdavian, A Aytekin, M Johansson
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