Leo Schwinn

Machine Learning and Data Analytics Lab Lehrstuhl für Informatik 14 (Machine Learning and Data Analytics) Lehrstuhl für Informatik 1 (IT-Sicherheitsinfrastrukturen)

Large-Scale Dataset Pruning in Adversarial Training through Data Importance Extrapolation (2024) Nieth B, Altstidl TR, Schwinn L, Eskofier B Conference contribution, Conference Contribution Sensory evaluation of axillary odour samples of younger and older adults by a trained panel (2024) Owsienko D, Schwinn L, Eskofier B, Kiesswetter E, Loos H Journal article Artificial intelligence trend analysis in German business and politics: a web mining approach (2023) Dumbach P, Schwinn L, Löhr T, Elsberger T, Eskofier B Journal article, Original article Artificial intelligence trend analysis on healthcare podcasts using topic modeling and sentiment analysis: a data-driven approach (2023) Dumbach P, Schwinn L, Löhr T, Do PL, Eskofier B Journal article, Original article Just a Matter of Scale? Reevaluating Scale Equivariance in Convolutional Neural Networks (2023) Altstidl TR, Nguyen A, Schwinn L, Köferl F, Mutschler C, Eskofier B, Zanca D Conference contribution, Original article FastAMI - A Monte Carlo Approach to the Adjustment for Chance in Clustering Comparison Metrics (2023) Klede K, Schwinn L, Zanca D, Eskofier B Conference contribution, Original article Exploring the interrelationship between the skin microbiome and skin volatiles: A pilot study (2023) Härtl T, Owsienko D, Schwinn L, Hirsch C, Eskofier B, Lang R, Wirtz S, Loos H Journal article Exploring misclassifications of robust neural networks to enhance adversarial attacks (2023) Schwinn L, Raab R, Nguyen A, Zanca D, Eskofier B Journal article xLength: Predicting Expected Ski Jump Length Shortly after Take-Off Using Deep Learning (2022) Link J, Schwinn L, Pulsmeyer F, Kautz T, Eskofier B Journal article Improving Robustness against Real-World and Worst-Case Distribution Shifts through Decision Region Quantification (2022) Schwinn L, Bungert L, Nguyen A, Raab R, Pulsmeyer F, Precup D, Eskofier B, Zanca D Conference contribution, Conference Contribution