Donner, Christian

4 publications

AAAI 2019 Efficient Gaussian Process Classification Using Pólya-Gamma Data Augmentation Florian Wenzel, Théo Galy-Fajou, Christian Donner, Marius Kloft, Manfred Opper

UAI 2019 Multi-Class Gaussian Process Classification Made Conjugate: Efficient Inference via Data Augmentation Théo Galy-Fajou, Florian Wenzel, Christian Donner, Manfred Opper

UAI 2018 Efficient Bayesian Inference for a Gaussian Process Density Model Christian Donner, Manfred Opper

JMLR 2018 Efficient Bayesian Inference of Sigmoidal Gaussian Cox Processes Christian Donner, Manfred Opper