H. R. Feyzmahdavian, M. Johansson,“Asynchronous Iterations in Optimization: New Sequence Results and Sharper Algorithmic Guarantees”, Journal of Machine Learning Research (JMLR), 2023.
M. Assran, A. Aytekin, H. R. Feyzmahdavian, M. Johansson, M. G. Rabbat,“Advances in Asynchronous Parallel and Distributed Optimization”, Proceedings of the IEEE, 2020.
H. R. Feyzmahdavian, B. Besselink, M. Johansson, “Stability Analysis of Monotone Systems via Max-separable Lyapunov Functions”, IEEE Transactions on Automatic Control, 2017.
A. Qazizadeh, S. Stichel, H. R. Feyzmahdavian, “Wheel set Curving Guidance Using H∞ Control”, Vehicle System Dynamics (NVSD), 2017.
H. R. Feyzmahdavian, A. Aytekin, M. Johansson, “An Asynchronous Mini-Batch Algorithm for Regularized Stochastic Optimization”, IEEE Transactions on Automatic Control, 2016.
H. R. Feyzmahdavian, T. Charalambous, M. Johansson, “Asymptotic Stability and Decay Rates of Homogeneous Positive Systems with Bounded and Unbounded Delays”, SIAM Journal on Control and Optimization, 2014.
H. R. Feyzmahdavian, T. Charalambous, M. Johansson,“Stability and Performance of Continuous-Time Power Control in Wireless Networks ”, IEEE Transactions on Automatic Control, 2014.
H. R. Feyzmahdavian, T. Charalambous, M. Johansson,“ Exponential Stability of Homogeneous Positive Systems of Degree One with Time-Varying Delays ”, IEEE Transactions on Automatic Control, 2014.
H. R. Feyzmahdavian, M. Johansson, T. Charalambous,“ Contractive Interference Functions and Rates of Convergence of Distributed Power Control Laws ”, IEEE Transactions on Wireless Communications, 2012.
Conference Papers
X. Wu, S. Magnusson, H. R. Feyzmahdavian, M. Johansson, “Optimal Convergence Rates of Totally Asynchronous Optimization”, 61st IEEE Conference on Decision and Control (CDC), Mexico, December 2022.
X. Wu, S. Magnusson, H. R. Feyzmahdavian, M. Johansson, “Delay-Adaptive Step-sizes for Asynchronous Learning”, International Conference on Machine Learning (ICML), USA, July 2022.
M. Astrand, H. R. Feyzmahdavian, M. Johansson, “Short-Term Scheduling of Production Fleets in Underground Mines Using CP-Based LNS”, Artificial Intelligence, and Operations Research: 18th International Conference, Australia, July 2021.
A. Halilovic, N. Zaimovic, H. R. Feyzmahdavian, T. Seceleanu,“Multi-constrained Network Occupancy Optimization”, 7th Conference on the Engineering of Computer Based Systems, Serbia, May 2021.
S. Khirirat, H. R. Feyzmahdavian, M. Johansson, “Mini-batch Gradient Descent: Faster Convergence under Data Sparsity”, 56th IEEE Conference on Decision and Control (CDC), Australia, December 2017.
B. Besselink, H. R. Feyzmahdavian, H. Sandberg, M. Johansson, “D-stability and delay-independent stability of monotone nonlinear systems with max-separable Lyapunov functions”, 55th IEEE Conference on Decision and Control (CDC), Las Vegas, USA, December 2016.
H. R. Feyzmahdavian, T. Charalambous, M. Johansson, “Delay-independent Stability of Cone-invariant Monotone Systems”, 54th IEEE Conference on Decision and Control (CDC), Osaka, Japan, December 2015.
H. R. Feyzmahdavian, A. Aytekin, M. Johansson, “An Asynchronous Mini-Batch Algorithm for Regularized Stochastic Optimization”, 54th IEEE Conference on Decision and Control (CDC), Osaka, Japan, December 2015.
B. Demirel, H. R. Feyzmahdavian, E. Ghadimi, M. Johansson, “Stability Analysis of Discrete-Time Linear Systems with Unbounded Stochastic Delays”, 5th IFAC Workshop on Distributed Estimation and Control of Networked Systems (NECSYS), Philadelphia, USA, September 2015.
E. Ghadimi, H. R. Feyzmahdavian, M. Johansson, “Global Convergence of the Heavy-ball Method for Convex Optimization”, European Control Conference (ECC15), Austria, July 2015.
J. Lu, H. R. Feyzmahdavian, M. Johansson, “A Dual Coordinate Descent Algorithm for Multi-agent Optimization”, European Control Conference (ECC15), Austria, July 2015.
H. R. Feyzmahdavian, M. Johansson, “On the Convergence Rates of Asynchronous Iterations”, 53rd IEEE Conference on Decision and Control (CDC), Los Angeles, California, USA, December 2014.
A. Aytekin, H. R. Feyzmahdavian, M. Johansson, “Asynchronous Incremental Block-Coordinate Descent”, Allerton Conference on Communication, Control, and Computing, Monticello, Illinois, October 2014.
H. R. Feyzmahdavian, A. Aytekin, M. Johansson, “A Delayed Proximal Gradient Method with Linear Convergence Rate”, IEEE Workshop on Machine Learning in Signal Processing (MLSP), Reims, France, September 2014.
H. R. Feyzmahdavian, T. Charalambous, M. Johansson, “Sub-homogeneous Positive Monotone Systems are Insensitive to Heterogeneous Time-Varying Delays”, in Proc. Of the 21st International Symposium on Mathematical Theory of Networks and Systems (MTNS), Groningen, the Netherlands, July 2014.
H. R. Feyzmahdavian, T. Charalambous, M. Johansson, “Asymptotic Stability and Decay Rates of Positive Linear Systems with Unbounded Delays”, 52nd IEEE Conference on Decision and Control (CDC), Florence, Italy, December 10-13, 2013.
H. R. Feyzmahdavian, T. Charalambous, M. Johansson, “Asymptotic and Exponential Stability of a General Class of Continuous-Time Power Control Laws in Wireless Networks”, 52nd IEEE Conference on Decision and Control (CDC), Florence, Italy, December 10-13, 2013.
H. R. Feyzmahdavian, T. Charalambous, M. Johansson, “On the Rate of Convergence of Continuous-Time Linear Positive Systems with Heterogeneous Time-Varying Delays”, European Control Conference (ECC13), Switzerland, July 2013.
H. R. Feyzmahdavian, A. Alam, A. Gattami, “Optimal Distributed Controller Design with Communication Delays: Application to Vehicle Formations”, 51st IEEE Conference on Decision and Control (CDC), Maui, Hawaii, USA, December 10-13, 2012.
H. R. Feyzmahdavian, A. Gattami, M. Johansson, “Distributed Output-Feedback LQG Control with Delayed Information Sharing”, 3rd IFAC Workshop on Distributed Estimation and Control of Networked Systems (NECSYS), September 14-15, 2012, Santa Barbara, California, USA.
H. R. Feyzmahdavian, M. Johansson, T. Charalambous, “Contractive Interference Functions and Rates of Convergence of Distributed Power Control Laws”, IEEE International Conference on Communications (ICC), June 10-15, 2012, Ottawa, Canada (Best Paper Award).
N. Sadati, G. A. Dumont, H. R. Feyzmahdavian, “Robust Multiple Model Adaptive Control Using Fuzzy Fusion”, 42nd South Eastern Symposium on System Theory (SSST), March 7-9, 2010, University of Texas, USA.
N. Sadati, M. Zamani, H. R. Feyzmahdavian, “Hybrid Particle Swarm-Based Simulated Annealing Optimization Techniques”, 32nd Annual Conference of the IEEE Industrial Electronics Society (IECON), November 7-10, 2009, Paris, France.