Exploratory-Phase-Free Estimation of GP Hyperparameters in Sequential Design Methods - At the Example of Bayesian Inverse Problems. - Michael Sinsbeck; Marvin Höge; Wolfgang Nowak (Frontiers Artif. Intell., 2020)

Differentiable modeling to unify machine learning and physical models and advance Geosciences. - Chaopeng Shen; Alison P. Appling; Pierre Gentine; Toshiyuki Bandai; Hoshin V. Gupta; Alexandre Tartakovsky; Marco Baity-Jesi; Fabrizio Fenicia; Daniel Kifer; Li Li; Xiaofeng Liu; Wei Ren; et al. (CoRR, 2023)

Producing Plankton Classifiers that are Robust to Dataset Shift. - Cheng Chen; Sreenath P. Kyathanahally; Marta Reyes; Stefanie Merkli; Ewa Merz; Emanuele Francazi; Marvin Höge; Francesco Pomati; Marco Baity-Jesi (CoRR, 2024)