The Effects of Data Quality on ML-Model Performance. - Lukas Budach; Moritz Feuerpfeil; Nina Ihde; Andrea Nathansen; Nele Sina Noack; Hendrik Patzlaff; Hazar Harmouch; Felix Naumann (CoRR, 2022)

Evaluating Tuning Strategies for Sequence Generation with Protein Language Models. - Andrea Nathansen; Kevin Klein 004; Bernhard Y. Renard; Melania Nowicka; Jakub M. Bartoszewicz (MLCB, 2023)

The effects of data quality on machine learning performance on tabular data. - Sedir Mohammed; Lukas Budach; Moritz Feuerpfeil; Nina Ihde; Andrea Nathansen; Nele Sina Noack; Hendrik Patzlaff; Felix Naumann; Hazar Harmouch (Inf. Syst., 2025)