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2020 – today
- 2021
[c7]Sarit Khirirat, Sindri Magnússon, Arda Aytekin, Mikael Johansson:
A Flexible Framework for Communication-Efficient Machine Learning. AAAI 2021: 8101-8109- [c6]Burak Demirel, Arda Aytekin:
Application of Monte Carlo Tree Search in Periodic Schedule Design for Networked Control Systems. ECC 2021: 168-175 - 2020
- [j3]Mahmoud Assran
, Arda Aytekin, Hamid Reza Feyzmahdavian, Mikael Johansson, Michael G. Rabbat:
Advances in Asynchronous Parallel and Distributed Optimization. Proc. IEEE 108(11): 2013-2031 (2020) - [i6]Burak Demirel, Arda Aytekin:
Performance Analysis of Networked Control Systems under Periodic Communication Schedules. CoRR abs/2006.08015 (2020) - [i5]Mahmoud Assran, Arda Aytekin, Hamid Reza Feyzmahdavian, Mikael Johansson, Michael G. Rabbat:
Advances in Asynchronous Parallel and Distributed Optimization. CoRR abs/2006.13838 (2020)
2010 – 2019
- 2019
- [b1]Arda Aytekin:
Asynchronous First-Order Algorithms for Large-Scale Optimization: Analysis and Implementation. Royal Institute of Technology, Stockholm, Sweden, 2019 - [j2]Martin Biel, Arda Aytekin, Mikael Johansson:
POLO.Jl: Policy-based optimization algorithms in Julia. Adv. Eng. Softw. 136 (2019) - [c5]Arda Aytekin, Mikael Johansson:
Exploiting Serverless Runtimes for Large-Scale Optimization. CLOUD 2019: 499-501 - [i4]Arda Aytekin, Mikael Johansson:
Harnessing the Power of Serverless Runtimes for Large-Scale Optimization. CoRR abs/1901.03161 (2019) - 2018
- [i3]Arda Aytekin, Martin Biel, Mikael Johansson:
POLO: a POLicy-based Optimization library. CoRR abs/1810.03417 (2018) - 2016
- [j1]Hamid Reza Feyzmahdavian, Arda Aytekin, Mikael Johansson:
An Asynchronous Mini-Batch Algorithm for Regularized Stochastic Optimization. IEEE Trans. Autom. Control. 61(12): 3740-3754 (2016) - [i2]Arda Aytekin, Hamid Reza Feyzmahdavian, Mikael Johansson:
Analysis and Implementation of an Asynchronous Optimization Algorithm for the Parameter Server. CoRR abs/1610.05507 (2016) - 2015
- [c4]Hamid Reza Feyzmahdavian, Arda Aytekin, Mikael Johansson:
An asynchronous mini-batch algorithm for regularized stochastic optimization. CDC 2015: 1384-1389 - [c3]Burak Demirel, Arda Aytekin, Daniel E. Quevedo, Mikael Johansson:
To wait or to drop: On the optimal number of retransmissions in wireless control. ECC 2015: 962-968 - [i1]Hamid Reza Feyzmahdavian, Arda Aytekin, Mikael Johansson:
An Asynchronous Mini-Batch Algorithm for Regularized Stochastic Optimization. CoRR abs/1505.04824 (2015) - 2014
- [c2]Arda Aytekin, Hamid Reza Feyzmahdavian, Mikael Johansson:
Asynchronous incremental block-coordinate descent. Allerton 2014: 19-24 - [c1]Hamid Reza Feyzmahdavian, Arda Aytekin, Mikael Johansson:
A delayed proximal gradient method with linear convergence rate. MLSP 2014: 1-6
Coauthor Index
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