Arda Aytekin

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 14

Top Topics

Optimization Algorithm

Stochastic Optimization

Networked Control Systems

Monte Carlo Tree Search

Top Venues

Publications

Burak Demirel, Arda Aytekin
Application of Monte Carlo Tree Search in Periodic Schedule Design for Networked Control Systems. ECC (2021)
Sarit Khirirat, Sindri Magnússon, Arda Aytekin, Mikael Johansson
A Flexible Framework for Communication-Efficient Machine Learning. AAAI (2021)
Burak Demirel, Arda Aytekin
Performance Analysis of Networked Control Systems under Periodic Communication Schedules. CoRR (2020)
Mahmoud Assran, Arda Aytekin, Hamid Reza Feyzmahdavian, Mikael Johansson, Michael G. Rabbat
Advances in Asynchronous Parallel and Distributed Optimization. Proc. IEEE 108 (11) (2020)
Mahmoud Assran, Arda Aytekin, Hamid Reza Feyzmahdavian, Mikael Johansson, Michael G. Rabbat
Advances in Asynchronous Parallel and Distributed Optimization. CoRR (2020)
Arda Aytekin, Mikael Johansson
Harnessing the Power of Serverless Runtimes for Large-Scale Optimization. CoRR (2019)
Arda Aytekin, Mikael Johansson
Exploiting Serverless Runtimes for Large-Scale Optimization. CLOUD (2019)
Martin Biel, Arda Aytekin, Mikael Johansson
POLO.Jl: Policy-based optimization algorithms in Julia. Adv. Eng. Softw. 136 (2019)
Arda Aytekin, Martin Biel, Mikael Johansson
POLO: a POLicy-based Optimization library. CoRR (2018)
Hamid Reza Feyzmahdavian, Arda Aytekin, Mikael Johansson
An Asynchronous Mini-Batch Algorithm for Regularized Stochastic Optimization. IEEE Trans. Autom. Control. 61 (12) (2016)
Arda Aytekin, Hamid Reza Feyzmahdavian, Mikael Johansson
Analysis and Implementation of an Asynchronous Optimization Algorithm for the Parameter Server. CoRR (2016)
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)
Hamid Reza Feyzmahdavian, Arda Aytekin, Mikael Johansson
An asynchronous mini-batch algorithm for regularized stochastic optimization. CDC (2015)
Hamid Reza Feyzmahdavian, Arda Aytekin, Mikael Johansson
An Asynchronous Mini-Batch Algorithm for Regularized Stochastic Optimization. CoRR (2015)
Hamid Reza Feyzmahdavian, Arda Aytekin, Mikael Johansson
A delayed proximal gradient method with linear convergence rate. MLSP (2014)
Arda Aytekin, Hamid Reza Feyzmahdavian, Mikael Johansson
Asynchronous incremental block-coordinate descent. Allerton (2014)