Christian Donner

According to our database, Christian Donner authored at least 10 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Ensemble learning and ground-truth validation of synaptic connectivity inferred from spike trains.

Christian Donner, Julian Bartram, Philipp Hornauer, Taehoon Kim, Damian Roqueiro, Andreas Hierlemann, Guillaume Obozinski, Manuel S. Schröter

PLoS Comput. Biol., 2024

2022

GP-ETAS: semiparametric Bayesian inference for the spatio-temporal epidemic type aftershock sequence model.

Christian Molkenthin, Christian Donner, Sebastian Reich, Gert Zöller, Sebastian Hainzl, Matthias Holschneider, Manfred Opper

Stat. Comput., 2022

2019

Multi-Class Gaussian Process Classification Made Conjugate: Efficient Inference via Data Augmentation.

Théo Galy-Fajou, Florian Wenzel, Christian Donner, Manfred Opper

Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

Efficient Gaussian Process Classification Using Pólya-Gamma Data Augmentation.

Florian Wenzel, Théo Galy-Fajou, Christian Donner, Marius Kloft, Manfred Opper

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Efficient Bayesian Inference of Sigmoidal Gaussian Cox Processes.

Christian Donner, Manfred Opper

J. Mach. Learn. Res., 2018

Efficient Bayesian Inference for a Gaussian Process Density Model.

Christian Donner, Manfred Opper

Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018

2017

Approximate Inference for Time-Varying Interactions and Macroscopic Dynamics of Neural Populations.

Christian Donner, Klaus Obermayer, Hideaki Shimazaki

PLoS Comput. Biol., 2017

2016

Approximate Inference Method for Dynamic Interactions in Larger Neural Populations.

Christian Donner, Hideaki Shimazaki

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

2013

Extraction and Segmentation of Sputum Cells for Lung Cancer Early Diagnosis.

Fatma Taher, Naoufel Werghi, Hussain Al-Ahmad, Christian Donner

Algorithms, 2013

2012

Detection and segmentation of sputum cell for early lung cancer detection.

Naoufel Werghi, Christian Donner, Fatma Taher, Hussain Al-Ahmad

Proceedings of the 19th IEEE International Conference on Image Processing, 2012