research
∙
06/05/2023
Input gradient diversity for neural network ensembles
Deep Ensembles (DEs) demonstrate improved accuracy, calibration and robu...
share
research
∙
06/06/2022
Tackling covariate shift with node-based Bayesian neural networks
Bayesian neural networks (BNNs) promise improved generalization under co...
research
∙
10/26/2020
Scalable Bayesian neural networks by layer-wise input augmentation
We introduce implicit Bayesian neural networks, a simple and scalable ap...
research
∙
05/01/2019