PhD in Computer Science (Machine Learning)
Welcome to my research homepage!
I am a machine learning researcher / associate professor at Kaunas University of Technology Faculty of Informatics and a data scientist / machine learning consultant in a couple of startups.
In other words, I learn and help others to: students, companies; even machines.
I did my master’s and PhD with Prof. Herbert Jaeger in MINDS research group at Jacobs University Bremen (now Constructor University). The group later moved to University of Groningen.
I also did a memorable scientific internship at Mila – Quebec Artificial Intelligence Institute (then part of Université de Montréal) led by Prof. Yoshua Bengio.
My research interests include:
- Artificial Intelligence
- Machine Learning
- Artificial Neural Networks, Deep Learning
- Recurrent Neural Networks
- Reservoir Computing
- Echo State Networks
- Reservoir Computing
- Convolutional Neural Networks
- Transformers
- Recurrent Neural Networks
- Artificial Neural Networks, Deep Learning
- Machine Learning
- Applications in:
- Time series analysis
- Biomedical signals, images, and data
- Natural language processing, web data mining
- Geospatial data and images
- Smart environments and living
- Precision agriculture, music, other domains…
- Data science, data-driven decisions
I also have a background in software engineering. On a less technical side, my interests range from philosophy, anthropology, sustainability, economics, and entrepreneurship to arts.
I am a founding member of the AI Association of Lithuania.
I have designed and am giving a hands-on “Advanced Machine Learning” course to (up to 60) master’s (and some advanced bachelor’s) computer science students at Kaunas University of Technology since 2019.
Contacts:
mantas dot lukosevicius at gmx dot com
Studentų g. 50–101A
LT-51368 Kaunas
Lithuania