Electrical Engineering and Computer Science
KTH - Royal Institute of Technology
mikaelj@kth.se, +46-8-790 7436
science and technology that help computers to make better decisions"
    From promise to practice: realizing high-performance decentralized training
Z. Wang, J. Zhang, X. Wu and M. Johansson
ICLR 2025
PDFAn asynchronous bundle method for distributed learning problems
D. Cederberg, X. Wu, S. P. Boyd and M. Johansson
ICLR 2025
PDFNonconvex federated learning on compact smooth submanifolds with heterogeneous data
J. Zhang, J. Hu, A. M.-C. So and M. Johansson
NeurIPS 2024
PDFFast and resource-efficient training algorithms
Distributed decision-making and optimization
Scheduling, bioinformatics, and sports.
Hybrid, networked and asynchronous control
Energy-efficient systems with hard deadlines
Optimized communication systems