Gregor Kastner

Bayesian Machine Learning meets Formal Methods: An application to spatio-temporal data

2021 · arXiv (Cornell University)

We propose an interdisciplinary framework that combines Bayesian predictive inference, a well-established tool in Machine Learning, with Formal Methods rooted in the computer science community. Bayesian predictive inference allows for coherently incorporating uncertainty about unknown …