Publications

Towards More Sustainable and Trustworthy Reporting in Machine Learning

Fischer, Raphael; Liebig, Thomas; Morik, Katharina, 2024

Human-in-the-Loop: Visual Analytics for Building Models Recognising Behavioural Patterns in Time Series

Andrienko, Natalia; Andrienko, Gennady; Artikis, Alexander; Mantenoglou, Periklis; Rinzivillo, Salvatore, 2024

Generation of Molecular Counterfactuals for Explainable Machine Learning Based on Core-Substituent Recombination

Lamens, Alec; Bajorath, Jürgen, 2024

Measurement of $CP$ Violation in $B^0to psi(toell^+ell^-)K^0_mathrm{S}(to pi^+pi^-)$ Decays

Aaij, R.; Abdelmotteleb, A. S. W.; Abellan Beteta, C.; Abudinen, F.; Ackernley, T.; Adeva, B.; Adinolfi, M.; Adlarson, P.; Afsharnia, H.; Agapopoulou, C.; ...; Zunica, G., 2024

Stress-Testing USB Accelerators for Efficient Edge Inference

Fischer, Raphael; van der Staay, Alexander; Buschjäger, Sebastian, 2024

Analysis and Perspectives on the ANA Avatar XPRIZE Competition

Hauser, Kris; Watson, Eleanor ‘Nell’; Bae, Joonbum; Bankston, Josh; Behnke, Sven; Borgia, Bill; Catalano, Manuel G.; Dafarra, Stefano; Erp, Jan B. F. van; Ferris, Thomas; Fishel, Jeremy; Hoffman, Guy; Ivaldi, Serena; Kanehiro, Fumio; Kheddar, Abderrahmane; Lannuzel, Gaëlle; Morie, Jacquelyn Ford; Naughton, Patrick; NGuyen, Steve; Oh, Paul; Padir, Taskin; Pippine, Jim; Park, Jaeheung; Vaz, Jean; Pucci, Daniele; Whitney, Peter; Wu, Peggy; Locke, David, 2024

DeFaktS: A Fine-Grained Dataset for Analyzing Disinformation in German Media

Ashraf, Shaina; Bezzaoui, Isabel; Andone, Ionut; Markowetz, Alexander; Fegert, Jonas; Flek, Lucie, 2024

Harnessing Personalization Methods to Identify and Predict Unreliable Information Spreader Behavior

Ashraf, Shaina; Gruschka, Fabio; Flek, Lucie; Welch, Charles, 2024

Potential inconsistencies or artifacts in deriving and interpreting deep learning models and key criteria for scientifically sound applications in the life sciences

Bajorath, Jürgen, 2024

Chemical and biological language models in molecular design: opportunities, risks and scientific reasoning

Bajorath, Jürgen, 2024