Observation Noise and Initialization in Wide Neural Networks. - Sergio Calvo-Ordoñez; Jonathan Plenk; Richard Bergna; Alvaro Cartea; José Miguel Hernández-Lobato; Konstantina Palla; Kamil Ciosek (CoRR, 2025)

Post-Hoc Uncertainty Quantification in Pre-Trained Neural Networks via Activation-Level Gaussian Processes. - Richard Bergna; Stefan Depeweg; Sergio Calvo-Ordoñez; Jonathan Plenk; Alvaro Cartea; José Miguel Hernández-Lobato (CoRR, 2025)

Weighted Conditional Flow Matching. - Sergio Calvo-Ordoñez; Matthieu Meunier; Alvaro Cartea; Christoph Reisinger; Yarin Gal; José Miguel Hernández-Lobato (CoRR, 2025)