Real-Time Public Transport Delay Prediction for Situation-Aware Routing. - Lukas Heppe; Thomas Liebig (KI, 2017)

Resource-Constrained On-Device Learning by Dynamic Averaging. - Lukas Heppe; Michael Kamp; Linara Adilova; Danny Heinrich; Nico Piatkowski; Katharina Morik (PKDD/ECML Workshops, 2020)

Lessons Learned from the 1st ARIEL Machine Learning Challenge: Correcting Transiting Exoplanet Light Curves for Stellar Spots. - Nikolaos Nikolaou; Ingo P. Waldmann; Angelos Tsiaras; Mario Morvan; Billy Edwards; Kai Hou Yip; Giovanna Tinetti; Subhajit Sarkar; James M. Dawson; Vadim Borisov; Gjergji Kasneci; Matej Petkovic; et al. (CoRR, 2020)

The Care Label Concept: A Certification Suite for Trustworthy and Resource-Aware Machine Learning. - Katharina Morik; Helena Kotthaus; Lukas Heppe; Danny Heinrich; Raphael Fischer 001; Andreas Pauly; Nico Piatkowski (CoRR, 2021)

Yes we care!-Certification for machine learning methods through the care label framework. - Katharina Morik; Helena Kotthaus; Raphael Fischer 001; Sascha Mücke; Matthias Jakobs; Nico Piatkowski; Andreas Pauly; Lukas Heppe; Danny Heinrich (Frontiers Artif. Intell., 2022)