Mikael Johansson
Professor, Decision and Control Systems
Electrical Engineering and Computer Science
KTH - Royal Institute of Technology
mikaelj@kth.se, +46-8-790 7436
Electrical Engineering and Computer Science
KTH - Royal Institute of Technology
mikaelj@kth.se, +46-8-790 7436
"My research evolves around control and optimization of complex systems,
science and technology that help computers to make better decisions"
science and technology that help computers to make better decisions"
News: within the WASP program, we are starting an exciting project on Data-bound computing, involving experts in hardware architectures, programming languages, distributed systems, and optimization. We are now recruiting PhD students and postdocs to join our effort. The ad is here.
Recent publications
See the
publications
page or
research
page for a more complete list.
Delay-adaptive step-sizes for asynchronous learning
X. Wu, S. Magnusson, H. R. Feyzmahdavian and M. Johansson
ICML 2022
PDFA fast and accurate splitting method for optimal transport: analysis and implementation
V. V. Mai, J. Lindbäck and M Johansson
ICLR 2022
PDFOn the convergence of step decay step-size for stochastic optimization
X. Wang, S. Magnusson and M. Johansson
NeurIPS 2021
PDF
Research
We are working on a range of problems in the general area of automatic control, optimization and autonomous decision-making.
Machine learning
Fast and resource-efficient training algorithms
Complex control systems
Hybrid, networked and asynchronous control
Decision support
Scheduling, bioinformatics, and sports.
Distributed optimization
Distributed decision-making and optimization
Wireless sensor networks
Energy-efficient systems with hard deadlines
Communication
Optimized communication systems