2 papers
stat.ML2026
Multivariate Bayesian Last Layer for Regression with Uncertainty Quantification and Decomposition
Han Wang, Eiji Kawasaki, Guillaume Damblin +1
We present new Bayesian Last Layer neural network models in the setting of multivariate regression under heteroscedastic noise, and propose EM algorithms for parameter learning. Ba…
cs.LG2025
Early Prediction of In-Hospital ICU Mortality Using Innovative First-Day Data: A Review
Baozhu Huang, Cheng Chen, Xuanhe Hou +16
The intensive care unit (ICU) manages critically ill patients, many of whom face a high risk of mortality. Early and accurate prediction of in-hospital mortality within the first 2…