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"
![Placeholder](images/mjnew.png)
Linear quadratic and model predictive control
M. Johansson
Lecture Notes, KTH, Stockholm, Sweden
PDFBringing regularized optimal transport to lightspeed: a splitting method adapted for GPUs
J. Lindbäck, Z. Wang and M. Johansson
NeurIPS 2023
PDFAsynchronous iterations in optimization: new sequence results and sharper algorithmic guarantees
H. R. Feyzmahdavian and M. Johansson
Journal on Machine Learning Research, 2023
PDF![Mountain](images/icon-ml@4x.png)
Fast and resource-efficient training algorithms
![River](images/icon-distopt@4x.png)
Distributed decision-making and optimization
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Scheduling, bioinformatics, and sports.
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Hybrid, networked and asynchronous control
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Energy-efficient systems with hard deadlines
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Optimized communication systems