2 papers
stat.ML2026
From Mice to Trains: Amortized Bayesian Inference on Graph Data
Svenja Jedhoff, Elizaveta Semenova, Aura Raulo +2
Graphs arise across diverse domains, from biology and chemistry to social and information networks, as well as in transportation and logistics. Inference on graph-structured data r…
stat.ME2026
Efficient Uncertainty Propagation in Bayesian Two-Step Procedures
Svenja Jedhoff, Hadi Kutabi, Anne Meyer +2
Bayesian inference provides a principled framework for probabilistic reasoning. If inference is performed in two steps, uncertainty propagation plays a crucial role in accounting f…