Mikael Johansson

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 104

Top Venues

CoRR

CDC

IEEE Trans. Autom. Control.

ICML

Publications

Jiaojiao Zhang, Dominik Fay, Mikael Johansson
Dynamic Privacy Allocation for Locally Differentially Private Federated Learning with Composite Objectives. ICASSP (2024)
Hamed Taghavian, Florian Dörfler, Mikael Johansson
Optimal control of continuous-time symmetric systems with unknown dynamics and noisy measurements. CoRR (2024)
Hamed Taghavian, Malin Andersson, Mikael Johansson
Model-free fast charging of lithium-ion batteries by online gradient descent. CoRR (2024)
Jiaojiao Zhang, Jiang Hu, Mikael Johansson
Composite Federated Learning with Heterogeneous Data. ICASSP (2024)
Mikael Johansson, Hamed Taghavian
Stable MPC with maximal terminal sets and quadratic terminal costs. CoRR (2024)
Hamed Taghavian, Mikael Johansson
External Positivity of Discrete-Time Linear Systems: Transfer Function Conditions and Output Feedback. IEEE Trans. Autom. Control. 68 (11) (2023)
Jacob Lindbäck, Zesen Wang, Mikael Johansson
Bringing regularized optimal transport to lightspeed: a splitting method adapted for GPUs. CoRR (2023)
Xuyang Wu, Sindri Magnússon, Mikael Johansson
Distributed safe resource allocation using barrier functions. Autom. 153 (2023)
Xuyang Wu, Changxin Liu, Sindri Magnússon, Mikael Johansson
Delay-Agnostic Asynchronous Distributed Optimization. CDC (2023)
Hamed Taghavian, Ross Drummond, Mikael Johansson
When are selector control strategies optimal for constrained monotone systems? CoRR (2023)
Sarit Khirirat, Xiaoyu Wang, Sindri Magnússon, Mikael Johansson
Improved Step-Size Schedules for Proximal Noisy Gradient Methods. IEEE Trans. Signal Process. 71 (2023)
Dominik Fay, Sindri Magnússon, Jens Sjölund, Mikael Johansson
Adaptive Hyperparameter Selection for Differentially Private Gradient Descent. Trans. Mach. Learn. Res. 2023 (2023)
Hamed Taghavian, Mikael Johansson
Non-Overshooting Tracking Controllers Based on Combinatorial Polynomials. CDC (2023)
Xuyang Wu, Changxin Liu, Sindri Magnússon, Mikael Johansson
Asynchronous Distributed Optimization with Delay-free Parameters. CoRR (2023)
Hamed Taghavian, Ross Drummond, Mikael Johansson
Logarithmically Completely Monotonic Rational Functions. CoRR (2023)
Hamed Taghavian, Ross Drummond, Mikael Johansson
Logarithmically completely monotonic rational functions. Autom. 155 (2023)
Jacob Lindbäck, Zesen Wang, Mikael Johansson
Bringing regularized optimal transport to lightspeed: a splitting method adapted for GPUs. NeurIPS (2023)
Xuyang Wu, Changxin Liu, Sindri Magnússon, Mikael Johansson
Delay-agnostic Asynchronous Coordinate Update Algorithm. ICML (2023)
Xiaoyu Wang, Mikael Johansson, Tong Zhang
Generalized Polyak Step Size for First Order Optimization with Momentum. ICML (2023)
Zheng Chen, Erik G. Larsson, Carlo Fischione, Mikael Johansson, Yura Malitsky
Over-the-Air Computation for Distributed Systems: Something Old and Something New. IEEE Netw. 37 (5) (2023)
Hamid Reza Feyzmahdavian, Mikael Johansson
Asynchronous Iterations in Optimization: New Sequence Results and Sharper Algorithmic Guarantees. J. Mach. Learn. Res. 24 (2023)
Vien V. Mai, Jacob Lindbäck, Mikael Johansson
A fast and accurate splitting method for optimal transport: analysis and implementation. ICLR (2022)
Xuyang Wu, Sindri Magnússon, Hamid Reza Feyzmahdavian, Mikael Johansson
Delay-Adaptive Step-sizes for Asynchronous Learning. ICML (2022)
Hamed Taghavian, Mikael Johansson
Transient performance of linear systems through symmetric polynomials. CDC (2022)
Xuyang Wu, Sindri Magnússon, Hamid Reza Feyzmahdavian, Mikael Johansson
Delay-adaptive step-sizes for asynchronous learning. CoRR (2022)
Sarit Khirirat, Sindri Magnússon, Mikael Johansson
Eco-Fedsplit: Federated Learning with Error-Compensated Compression. ICASSP (2022)
Martin Biel, Mikael Johansson
Efficient Stochastic Programming in Julia. INFORMS J. Comput. 34 (4) (2022)
Zheng Chen, Erik G. Larsson, Carlo Fischione, Mikael Johansson, Yura Malitsky
Over-the-Air Computation for Distributed Systems: Something Old and Something New. CoRR (2022)
Xiaoyu Wang, Mikael Johansson
On Uniform Boundedness Properties of SGD and its Momentum Variants. CoRR (2022)
Xuyang Wu, Sindri Magnússon, Hamid Reza Feyzmahdavian, Mikael Johansson
Optimal convergence rates of totally asynchronous optimization. CDC (2022)
Martin Biel, Vien V. Mai, Mikael Johansson
A Fast Smoothing Procedure for Large-Scale Stochastic Programming. CDC (2021)
Vien V. Mai, Mikael Johansson
Stability and Convergence of Stochastic Gradient Clipping: Beyond Lipschitz Continuity and Smoothness. CoRR (2021)
Xuyang Wu, Sindri Magnússon, Mikael Johansson
A New Family of Feasible Methods for Distributed Resource Allocation. CDC (2021)
Xiaoyu Wang, Sindri Magnússon, Mikael Johansson
On the Convergence of Step Decay Step-Size for Stochastic Optimization. NeurIPS (2021)
Max Åstrand, Mikael Johansson, Hamid Reza Feyzmahdavian
Short-Term Scheduling of Production Fleets in Underground Mines Using CP-Based LNS. CPAIOR (2021)
Vien V. Mai, Mikael Johansson
Stability and Convergence of Stochastic Gradient Clipping: Beyond Lipschitz Continuity and Smoothness. ICML (2021)
Xiaoyu Wang, Sindri Magnússon, Mikael Johansson
On the Convergence of Step Decay Step-Size for Stochastic Optimization. CoRR (2021)
Sarit Khirirat, Xiaoyu Wang, Sindri Magnússon, Mikael Johansson
Improved Step-Size Schedules for Noisy Gradient Methods. ICASSP (2021)
Sarit Khirirat, Sindri Magnússon, Arda Aytekin, Mikael Johansson
A Flexible Framework for Communication-Efficient Machine Learning. AAAI (2021)
Vien V. Mai, Jacob Lindbäck, Mikael Johansson
A Fast and Accurate Splitting Method for Optimal Transport: Analysis and Implementation. CoRR (2021)
Erik Berglund, Sindri Magnússon, Mikael Johansson
Distributed Newton Method Over Graphs: Can Sharing of Second-Order Information Eliminate the Condition Number Dependence? IEEE Signal Process. Lett. 28 (2021)
Hamed Taghavian, Mikael Johansson
Preservation of external positivity in discretization of linear systems. Eur. J. Control 62 (2021)
Hamed Taghavian, Ross Drummond, Mikael Johansson
Pole-placement for non-overshooting reference tracking. CDC (2021)
Hamid Reza Feyzmahdavian, Mikael Johansson
Asynchronous Iterations in Optimization: New Sequence Results and Sharper Algorithmic Guarantees. CoRR (2021)
Sarit Khirirat, Sindri Magnússon, Mikael Johansson
Compressed Gradient Methods With Hessian-Aided Error Compensation. IEEE Trans. Signal Process. 69 (2021)
Xiaoyu Wang, Mikael Johansson
Bandwidth-based Step-Sizes for Non-Convex Stochastic Optimization. CoRR (2021)
Vien V. Mai, Mikael Johansson
Anderson Acceleration of Proximal Gradient Methods. ICML (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)
Max Åstrand, Mikael Johansson, Alessandro Zanarini
Underground mine scheduling of mobile machines using Constraint Programming and Large Neighborhood Search. Comput. Oper. Res. 123 (2020)
Vien V. Mai, Mikael Johansson
Convergence of a Stochastic Gradient Method with Momentum for Nonsmooth Nonconvex Optimization. CoRR (2020)
Max Åstrand, Mikael Johansson
A Neighborhood Selection Strategy for Production Scheduling using CP and LNS. ETFA (2020)
Vien V. Mai, Mikael Johansson
Convergence of a Stochastic Gradient Method with Momentum for Non-Smooth Non-Convex Optimization. ICML (2020)
Arda Aytekin, Mikael Johansson
Harnessing the Power of Serverless Runtimes for Large-Scale Optimization. CoRR (2019)
Sarit Khirirat, Sindri Magnússon, Mikael Johansson
Convergence Bounds for Compressed Gradient Methods with Memory Based Error Compensation. ICASSP (2019)
Themistoklis Charalambous, Su Min Kim, Nikolaos Nomikos, Mats Bengtsson, Mikael Johansson
Relay-pair selection in buffer-aided successive opportunistic relaying using a multi-antenna source. Ad Hoc Networks 84 (2019)
Arda Aytekin, Mikael Johansson
Exploiting Serverless Runtimes for Large-Scale Optimization. CLOUD (2019)
Vien V. Mai, Mikael Johansson
Curvature-Exploiting Acceleration of Elastic Net Computations. ICML (2019)
Vien V. Mai, Mikael Johansson
Anderson Acceleration of Proximal Gradient Methods. CoRR (2019)
Martin Biel, Mikael Johansson
Efficient Stochastic Programming in Julia. CoRR (2019)
Vien V. Mai, Mikael Johansson
Noisy Accelerated Power Method for Eigenproblems with Applications. CoRR (2019)
Demia Della Penda, Risto Wichman, Themistoklis Charalambous, Gábor Fodor, Mikael Johansson
A Distributed Mode Selection Scheme for Full-Duplex Device-to-Device Communication. IEEE Trans. Veh. Technol. 68 (10) (2019)
Vien V. Mai, Mikael Johansson
Curvature-Exploiting Acceleration of Elastic Net Computations. CoRR (2019)
Vien V. Mai, Mikael Johansson
Nonlinear Acceleration of Constrained Optimization Algorithms. ICASSP (2019)
Vien V. Mai, Mikael Johansson
Noisy Accelerated Power Method for Eigenproblems With Applications. IEEE Trans. Signal Process. 67 (12) (2019)
Demia Della Penda, Andrea Abrardo, Marco Moretti, Mikael Johansson
Distributed Channel Allocation for D2D-Enabled 5G Networks Using Potential Games. IEEE Access 7 (2019)
Martin Biel, Arda Aytekin, Mikael Johansson
POLO.Jl: Policy-based optimization algorithms in Julia. Adv. Eng. Softw. 136 (2019)
Dan Alistarh, Torsten Hoefler, Mikael Johansson, Nikola Konstantinov, Sarit Khirirat, Cédric Renggli
The Convergence of Sparsified Gradient Methods. NeurIPS (2018)
Arda Aytekin, Martin Biel, Mikael Johansson
POLO: a POLicy-based Optimization library. CoRR (2018)
Dan Alistarh, Torsten Hoefler, Mikael Johansson, Sarit Khirirat, Nikola Konstantinov, Cédric Renggli
The Convergence of Sparsified Gradient Methods. CoRR (2018)
Hamid Reza Feyzmahdavian, Bart Besselink, Mikael Johansson
Stability Analysis of Monotone Systems via Max-Separable Lyapunov Functions. IEEE Trans. Autom. Control. 63 (3) (2018)
Burak Demirel, Euhanna Ghadimi, Daniel E. Quevedo, Mikael Johansson
Optimal Control of Linear Systems With Limited Control Actions: Threshold-Based Event-Triggered Control. IEEE Trans. Control. Netw. Syst. 5 (3) (2018)
Nikolaos Nomikos, Dimitrios Poulimeneas, Themistoklis Charalambous, Ioannis Krikidis, Demosthenes Vouyioukas, Mikael Johansson
Delay- and Diversity-Aware Buffer-Aided Relay Selection Policies in Cooperative Networks. IEEE Access 6 (2018)
Martin Biel, Mikael Johansson
Distributed L-shaped Algorithms in Julia. PAW-ATM@SC (2018)
Mohammad Sadegh Talebi, Zhenhua Zou, Richard Combes, Alexandre Proutière, Mikael Johansson
Stochastic Online Shortest Path Routing: The Value of Feedback. IEEE Trans. Autom. Control. 63 (4) (2018)
Sarit Khirirat, Mikael Johansson, Dan Alistarh
Gradient compression for communication-limited convex optimization. CDC (2018)
Max Åstrand, Mikael Johansson, Alessandro Zanarini
Fleet Scheduling in Underground Mines Using Constraint Programming. CPAIOR (2018)
Burak Demirel, Euhanna Ghadimi, Daniel E. Quevedo, Mikael Johansson
Optimal control of linear systems with limited control actions: threshold-based event-triggered control. CoRR (2017)
Ioannis Tzortzis, Charalambos D. Charalambous, Themistoklis Charalambous, Christoforos N. Hadjicostis, Mikael Johansson
Approximation of Markov Processes by Lower Dimensional Processes via Total Variation Metrics. IEEE Trans. Autom. Control. 62 (3) (2017)
Mats Carlsson, Mikael Johansson, Jeffrey Larson
Scheduling double round-robin tournaments with divisional play using constraint programming. Eur. J. Oper. Res. 259 (3) (2017)
Demia Della Penda, Nikolaos Nomikos, Themistoklis Charalambous, Mikael Johansson
Minimum Power Scheduling under Rician Fading in Full-Duplex Relay-Assisted D2D Communication. GLOBECOM Workshops (2017)
Demia Della Penda, Liqun Fu, Mikael Johansson
Energy Efficient D2D Communications in Dynamic TDD Systems. IEEE Trans. Commun. 65 (3) (2017)
Guodong Shi, Alexandre Proutière, Mikael Johansson, John S. Baras, Karl Henrik Johansson
Emergent Behaviors Over Signed Random Dynamical Networks: Relative-State-Flipping Model. IEEE Trans. Control. Netw. Syst. 4 (2) (2017)
Themistoklis Charalambous, Su Min Kim, Nikolaos Nomikos, Mats Bengtsson, Mikael Johansson
Relay Pair Selection with Source Precoding in Buffer-Aided Successive Opportunistic Relaying. CoRR (2017)
Demia Della Penda, Riccardo Sven Risuleo, Patricio E. Valenzuela, Mikael Johansson
Optimal Power Control for D2D Communications under Rician Fading: A Risk Theoretical Approach. GLOBECOM (2017)
Sarit Khirirat, Hamid Reza Feyzmahdavian, Mikael Johansson
Mini-batch gradient descent: Faster convergence under data sparsity. CDC (2017)
Vien V. Mai, Mikael Johansson
Lock-free incremental coordinate descent. CDC (2017)
Burak Demirel, Vijay Gupta, Daniel E. Quevedo, Mikael Johansson
On the Trade-Off Between Communication and Control Cost in Event-Triggered Dead-Beat Control. IEEE Trans. Autom. Control. 62 (6) (2017)
Nikolaos Nomikos, Themistoklis Charalambous, Ioannis Krikidis, Dimitrios N. Skoutas, Demosthenes Vouyioukas, Mikael Johansson, Charalabos Skianis
A Survey on Buffer-Aided Relay Selection. IEEE Commun. Surv. Tutorials 18 (2) (2016)
Hamid Reza Feyzmahdavian, Arda Aytekin, Mikael Johansson
An Asynchronous Mini-Batch Algorithm for Regularized Stochastic Optimization. IEEE Trans. Autom. Control. 61 (12) (2016)
Themistoklis Charalambous, Michael G. Rabbat, Mikael Johansson, Christoforos N. Hadjicostis
Distributed Finite-Time Computation of Digraph Parameters: Left-Eigenvector, Out-Degree and Spectrum. IEEE Trans. Control. Netw. Syst. 3 (2) (2016)
Themistoklis Charalambous, Christoforos N. Hadjicostis, Michael G. Rabbat, Mikael Johansson
Totally asynchronous distributed estimation of eigenvector centrality in digraphs with application to the PageRank problem. CDC (2016)
Farhad Farokhi, Iman Shames, Michael G. Rabbat, Mikael Johansson
On reconstructability of quadratic utility functions from the iterations in gradient methods. Autom. 66 (2016)
Burak Demirel, Vijay Gupta, Daniel E. Quevedo, Mikael Johansson
Threshold optimization of event-triggered multi-loop control systems. WODES (2016)
Demia Della Penda, Andrea Abrardo, Marco Moretti, Mikael Johansson
Potential games for subcarrier allocation in multi-cell networks with D2D communications. ICC (2016)
Hamid Reza Feyzmahdavian, Bart Besselink, Mikael Johansson
Stability Analysis of Monotone Systems via Max-separable Lyapunov Functions. CoRR (2016)
Arda Aytekin, Hamid Reza Feyzmahdavian, Mikael Johansson
Analysis and Implementation of an Asynchronous Optimization Algorithm for the Parameter Server. CoRR (2016)
Dimitrios Poulimeneas, Themistoklis Charalambous, Nikolaos Nomikos, Ioannis Krikidis, Demosthenes Vouyioukas, Mikael Johansson
A delay-aware hybrid relay selection policy. ICT (2016)
Bart Besselink, Hamid Reza Feyzmahdavian, Henrik Sandberg, Mikael Johansson
D-stability and delay-independent stability of monotone nonlinear systems with max-separable Lyapunov functions. CDC (2016)
Zhenhua Zou, Anders Gidmark, Themistoklis Charalambous, Mikael Johansson
Optimal Radio Frequency Energy Harvesting With Limited Energy Arrival Knowledge. IEEE J. Sel. Areas Commun. 34 (12) (2016)

Mikael Johansson.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Mikael Johansson