ML Anthology

Depeweg, Stefan

3 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
ICML 2018 Decomposition of Uncertainty in Bayesian Deep Learning for Efficient and Risk-Sensitive Learning Stefan Depeweg, Jose-Miguel Hernandez-Lobato, Finale Doshi-Velez, Steffen Udluft
ICLR 2017 Learning and Policy Search in Stochastic Dynamical Systems with Bayesian Neural Networks Stefan Depeweg, José Miguel Hernández-Lobato, Finale Doshi-Velez, Steffen Udluft