Publications

Melissa Sanabria, Jonas Hirsch, und Anna R Poetsch. The human genome's vocabulary as proposed by the DNA language model GROVER. bioRxiv, Juli 2023. [PUMA: DNA GROVER Xack language model]

Robert Chlumsky, Juliane Mai, James R Craig, und Bryan A Tolson. Advancement of a blended hydrologic model for robust model performance. März 2023. [PUMA: Advancement Yaff blended hydrologic model performance robust]

Franz Baader, und Filippo De Bortoli. Logics with Concrete Domains: First-Order Properties, Abstract Expressive Power, and (Un)Decidability. ACM SIGAPP Applied Computing Review, (24)3:5–17, Association for Computing Machinery (ACM), New York, 01.10.2024. [PUMA: topic_knowledge FIS_scads concrete description domains, expressive logics, model power, theory]

Timo P. Gros, David Groß, Stefan Gumhold, Jörg Hoffmann, Michaela Klauck, und Marcel Steinmetz. TraceVis: Towards Visualization for Deep Statistical Model Checking. Leveraging Applications of Formal Methods, Verification and Validation: Tools and Trends: 9th International Symposium on Leveraging Applications of Formal Methods, ISoLA 2020, Rhodes, Greece, October 20–30, 2020, Proceedings, Part IV, 27–46, Springer-Verlag, Berlin, Heidelberg, 2020. [PUMA: Checking Model Networks Neural Statistical Visualization] URL

Roman C Maron, Achim Hekler, Sarah Haggenmüller, Christof von Kalle, Jochen S Utikal, Verena Müller, Maria Gaiser, Friedegund Meier, Sarah Hobelsberger, Frank F Gellrich, Mildred Sergon, Axel Hauschild, Lars E French, Lucie Heinzerling, Justin G Schlager, Kamran Ghoreschi, Max Schlaak, Franz J Hilke, Gabriela Poch, Sören Korsing, Carola Berking, Markus V Heppt, Michael Erdmann, Sebastian Haferkamp, Dirk Schadendorf, Wiebke Sondermann, Matthias Goebeler, Bastian Schilling, Jakob N Kather, Stefan Fröhling, Daniel B Lipka, Eva Krieghoff-Henning, und Titus J Brinker. Model soups improve performance of dermoscopic skin cancer classifiers. Eur. J. Cancer, (173):307--316, Elsevier BV, September 2022. [PUMA: topic_lifescience Artificial Calibration; Deep Dermatology; Ensembles; Generalisation; Melanoma; Model Nevus; Robustness intelligence; learning; soups;]