research
∙
09/15/2022
On the detrimental effect of invariances in the likelihood for variational inference
Variational Bayesian posterior inference often requires simplifying appr...
share
research
∙
09/28/2021
A PAC-Bayesian Analysis of Distance-Based Classifiers: Why Nearest-Neighbour works!
Abstract We present PAC-Bayesian bounds for the generalisation error of ...
research
∙
06/09/2020
CRISP: A Probabilistic Model for Individual-Level COVID-19 Infection Risk Estimation Based on Contact Data
We present CRISP (COVID-19 Risk Score Prediction), a probabilistic graph...
research
∙
10/21/2011