Dipl.-Ing. Hannes Kath

Organizational unit Interactive Machine Learning

Contact

Hannes.Kath@dfki.de

Address (Oldenburg) Technologie- und Gründerzentrum OldenburgMarie-Curie-Str. 126129 Oldenburg

Publications

All publications

Novel class identification: A human-in-the-loop approach for efficient species recognition in bioacoustic data
Hannes Kath; Thiago Gouvea; Daniel Sonntag
In: Jeffrey W. Doser (Hrsg.). Methods in Ecology and Evolution, Pages 1-18, Wiley Online Library, 7/2026.
The Speed-up Factor: A Quantitative Multi-Iteration Active Learning Performance Metric
Hannes Kath; Thiago Gouvea; Daniel Sonntag
In: Transactions on Machine Learning Research (TMLR), Pages 1-22, 2/2026.
Sustainable Accessible Artificial Intelligence (Sustainable zug.KI)
Daniel Sonntag; Hannes Kath; Christoph Albert Johns; Thiago Gouvea
German Research Center for AI, DFKI Technical Report, 2026.