Affine Invariant Ensemble Transform Methods to Improve Predictive Uncertainty in Neural Networks

Diksha Bhandari, Jakiw Pidstrigach, Sebastian Reich

We consider the problem of performing Bayesian inference for logistic regression using appropriate extensions of the ensemble Kalman filter. Two interacting particle systems are pr…