Highly over-parameterized classifiers generalize since bad solutions are rare. - Julius Martinetz; Thomas Martinetz (CoRR, 2022)

An Ever-Expanding Humanities Knowledge Graph: The Sphaera Corpus at the Intersection of Humanities, Data Management, and Machine Learning. - Hassan El-Hajj; Maryam Zamani; Jochen Büttner; Julius Martinetz; Oliver Eberle; Noga Shlomi; Anna Siebold; Grégoire Montavon; Klaus-Robert Müller; Holger Kantz; Matteo Valleriani (Datenbank-Spektrum, 2022)

CorDeep and the Sacrobosco Dataset: Detection of Visual Elements in Historical Documents. - Jochen Büttner; Julius Martinetz; Hassan El-Hajj; Matteo Valleriani (J. Imaging, 2022)

Rethinking generalization of classifiers in separable classes scenarios and over-parameterized regimes. - Julius Martinetz; Christoph Linse; Thomas Martinetz (IJCNN, 2024)