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 | 151 | 2016 |
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 | 94 | 2020 |
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 | 66 | 2014 |
Analysis and implementation of an asynchronous optimization algorithm for the parameter server A Aytekin, HR Feyzmahdavian, M Johansson arXiv preprint arXiv:1610.05507, 2016 | 50 | 2016 |
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 | 16 | 2015 |
Asynchronous incremental block-coordinate descent A Aytekin, HR Feyzmahdavian, M Johansson 2014 52nd Annual Allerton Conference on Communication, Control, and …, 2014 | 8 | 2014 |
Asynchronous first-order algorithms for large-scale optimization: analysis and implementation A Aytekin KTH Royal Institute of Technology, 2019 | 5 | 2019 |
Asynchronous algorithms for large-scale optimization: Analysis and implementation A Aytekin KTH Royal Institute of Technology, 2017 | 4 | 2017 |
POLO. Jl: Policy-based optimization algorithms in Julia M Biel, A Aytekin, M Johansson Advances in Engineering Software 136, 102695, 2019 | 3 | 2019 |
POLO: a POLicy-based Optimization library A Aytekin, M Biel, M Johansson arXiv preprint arXiv:1810.03417, 2018 | 3 | 2018 |
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 | | |