About me
Jan is a PhD reseracher. He is interested in tiny AI models.
Education
2024
MSc Geoinformatics, University of Muenster
2010
BSc Geoinformatics, University of Muenster
Positions
2024
Teaching Assistant, Institute for Geoinformatics
since 2024
PhD Reseacher, Institute for Information Systems, TinyAIoT Project
2019-2023
Student Assistant, Institute for Geoinformatics
Contact
Institute for Geoinformatics
Geo1, room 105
+49(251)83-33166
jan.stenkamp@uni-muenster.de
Publications
2026
Trainable Bitwise Soft Quantization for Input Feature Compression
Schrödter, Karsten; Stenkamp, Jan; Herrmann, Nina; Gieseke, Fabian
Proceedings of Machine Learning Research
Boosted Trees on a Diet: Compact Models for Resource-Constrained Devices
Herrmann, Nina; Stenkamp, Jan; Karic, Benjamin; Oehmke, Stefan; Gieseke, Fabian
Counting Parked Bicycles on the Edge - A TinyML Smart City Application
Stenkamp, Jan; Hunke, Mathis; Karatas, Cem; Kirchhoff, Steffen; Knaden, Christoph; Naebers, Paul; Zhao, Lige; Karic, Benjamin; Gieseke, Fabian; Herrmann, Nina