Personalizing Low-Rank Bayesian Neural Networks Via Federated Learning

Boning Zhang, Dongzhu Liu, Osvaldo Simeone +3

To support real-world decision-making, it is crucial for models to be well-calibrated, i.e., to assign reliable confidence estimates to their predictions. Uncertainty quantificatio…