Christian Donner

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 11

Top Topics

Gaussian Process

Top Venues

J. Mach. Learn. Res.

Publications

Christian Molkenthin, Christian Donner, Sebastian Reich, Gert Zöller, Sebastian Hainzl, Matthias Holschneider, Manfred Opper
GP-ETAS: semiparametric Bayesian inference for the spatio-temporal epidemic type aftershock sequence model. Stat. Comput. 32 (2) (2022)
Florian Wenzel, Théo Galy-Fajou, Christian Donner, Marius Kloft, Manfred Opper
Efficient Gaussian Process Classification Using Pólya-Gamma Data Augmentation. AAAI (2019)
Théo Galy-Fajou, Florian Wenzel, Christian Donner, Manfred Opper
Multi-Class Gaussian Process Classification Made Conjugate: Efficient Inference via Data Augmentation. UAI (2019)
Théo Galy-Fajou, Florian Wenzel, Christian Donner, Manfred Opper
Multi-Class Gaussian Process Classification Made Conjugate: Efficient Inference via Data Augmentation. CoRR (2019)
Florian Wenzel, Théo Galy-Fajou, Christian Donner, Marius Kloft, Manfred Opper
Efficient Gaussian Process Classification Using Polya-Gamma Data Augmentation. CoRR (2018)
Christian Donner, Manfred Opper
Efficient Bayesian Inference of Sigmoidal Gaussian Cox Processes. J. Mach. Learn. Res. 19 (2018)
Christian Donner, Manfred Opper
Efficient Bayesian Inference for a Gaussian Process Density Model. CoRR (2018)
Christian Donner, Manfred Opper
Efficient Bayesian Inference for a Gaussian Process Density Model. UAI (2018)
Christian Donner, Manfred Opper
Efficient Bayesian Inference of Sigmoidal Gaussian Cox Processes. CoRR (2018)
Christian Donner, Klaus Obermayer, Hideaki Shimazaki
Approximate Inference for Time-Varying Interactions and Macroscopic Dynamics of Neural Populations. PLoS Comput. Biol. 13 (1) (2017)
Christian Donner, Hideaki Shimazaki
Approximate Inference Method for Dynamic Interactions in Larger Neural Populations. ICONIP (3) (2016)
Fatma Taher, Naoufel Werghi, Hussain Al-Ahmad, Christian Donner
Extraction and Segmentation of Sputum Cells for Lung Cancer Early Diagnosis. Algorithms 6 (3) (2013)
Naoufel Werghi, Christian Donner, Fatma Taher, Hussain Al-Ahmad
Detection and segmentation of sputum cell for early lung cancer detection. ICIP (2012)