Extreme Value Theory for Open Set Classification - GPD and GEV Classifiers. - Edoardo Vignotto; Sebastian Engelke (CoRR, 2018)

Synergy Effect between Convolutional Neural Networks and the Multiplicity of SMILES for Improvement of Molecular Prediction. - Talia B. Kimber; Sebastian Engelke; Igor V. Tetko; Eric Bruno; Guillaume Godin (CoRR, 2018)

Rare-Event Simulation Without Variance Reduction: An Extreme Value Theory Approach. - Yuanlu Bai; Henry Lam; Sebastian Engelke (WSC, 2022)

Boosted Control Functions. - Nicola Gnecco; Jonas Peters; Sebastian Engelke; Niklas Pfister (CoRR, 2023)

Validating Deep-Learning Weather Forecast Models on Recent High-Impact Extreme Events. - Olivier C. Pasche; Jonathan Wider; Zhongwei Zhang; Jakob Zscheischler; Sebastian Engelke (CoRR, 2024)

Theoretical guarantees for neural estimators in parametric statistics. - Almut Rödder; Manuel Hentschel; Sebastian Engelke (CoRR, 2025)