Arda Aytekin

According to our database, Arda Aytekin authored at least 13 papers between 2014 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Application of Monte Carlo Tree Search in Periodic Schedule Design for Networked Control Systems.

Burak Demirel, Arda Aytekin

Proceedings of the 2021 European Control Conference, 2021

A Flexible Framework for Communication-Efficient Machine Learning.

Sarit Khirirat, Sindri Magnússon, Arda Aytekin, Mikael Johansson

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Advances in Asynchronous Parallel and Distributed Optimization.

Mahmoud Assran, Arda Aytekin, Hamid Reza Feyzmahdavian, Mikael Johansson, Michael G. Rabbat

Proc. IEEE, 2020

Performance Analysis of Networked Control Systems under Periodic Communication Schedules.

Burak Demirel, Arda Aytekin

CoRR, 2020

2019

Harnessing the Power of Serverless Runtimes for Large-Scale Optimization.

Arda Aytekin, Mikael Johansson

CoRR, 2019

POLO.Jl: Policy-based optimization algorithms in Julia.

Martin Biel, Arda Aytekin, Mikael Johansson

Adv. Eng. Softw., 2019

Exploiting Serverless Runtimes for Large-Scale Optimization.

Arda Aytekin, Mikael Johansson

Proceedings of the 12th IEEE International Conference on Cloud Computing, 2019

2018

POLO: a POLicy-based Optimization library.

Arda Aytekin, Martin Biel, Mikael Johansson

CoRR, 2018

2016

An Asynchronous Mini-Batch Algorithm for Regularized Stochastic Optimization.

Hamid Reza Feyzmahdavian, Arda Aytekin, Mikael Johansson

IEEE Trans. Autom. Control., 2016

Analysis and Implementation of an Asynchronous Optimization Algorithm for the Parameter Server.

Arda Aytekin, Hamid Reza Feyzmahdavian, Mikael Johansson

CoRR, 2016

2015

To wait or to drop: On the optimal number of retransmissions in wireless control.

Burak Demirel, Arda Aytekin, Daniel E. Quevedo, Mikael Johansson

Proceedings of the 14th European Control Conference, 2015

2014

A delayed proximal gradient method with linear convergence rate.

Hamid Reza Feyzmahdavian, Arda Aytekin, Mikael Johansson

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014

Asynchronous incremental block-coordinate descent.

Arda Aytekin, Hamid Reza Feyzmahdavian, Mikael Johansson

Proceedings of the 52nd Annual Allerton Conference on Communication, 2014