Gawlikowski, Jakob

4 publications

MLOSS 2025 Lightning UQ Box: Uncertainty Quantification for Neural Networks Nils Lehmann, Nina Maria Gottschling, Jakob Gawlikowski, Adam J. Stewart, Stefan Depeweg, Eric Nalisnick

ECML-PKDD 2024 Unraveling Anomalies in Time: Unsupervised Discovery and Isolation of Anomalous Behavior in Bio-Regenerative Life Support System Telemetry Ferdinand Rewicki, Jakob Gawlikowski, Julia Niebling, Joachim Denzler

AAAI 2023 The Unreasonable Effectiveness of Deep Evidential Regression Nis Meinert, Jakob Gawlikowski, Alexander Lavin

NeurIPS 2022 Structuring Uncertainty for Fine-Grained Sampling in Stochastic Segmentation Networks Frank Nussbaum, Jakob Gawlikowski, Julia Niebling