3 code implementations • 18 Feb 2018 • Florian Wenzel, Theo Galy-Fajou, Christan Donner, Marius Kloft, Manfred Opper
We propose a scalable stochastic variational approach to GP classification building on Polya-Gamma data augmentation and inducing points.
3 code implementations • 18 Jul 2017 • Florian Wenzel, Theo Galy-Fajou, Matthaeus Deutsch, Marius Kloft
We propose a fast inference method for Bayesian nonlinear support vector machines that leverages stochastic variational inference and inducing points.