Detection and segmentation of sputum cell for early lung cancer detection. - Naoufel Werghi; Christian Donner; Fatma Taher; Hussain Al-Ahmad (ICIP, 2012)

Extraction and Segmentation of Sputum Cells for Lung Cancer Early Diagnosis. - Fatma Taher; Naoufel Werghi; Hussain Al-Ahmad; Christian Donner (Algorithms, 2013)

Approximate Inference Method for Dynamic Interactions in Larger Neural Populations. - Christian Donner; Hideaki Shimazaki (ICONIP (3), 2016)

Approximate Inference for Time-Varying Interactions and Macroscopic Dynamics of Neural Populations. - Christian Donner; Klaus Obermayer; Hideaki Shimazaki (PLoS Comput. Biol., 2017)

Efficient Bayesian Inference for a Gaussian Process Density Model. - Christian Donner; Manfred Opper (UAI, 2018)

Efficient Bayesian Inference of Sigmoidal Gaussian Cox Processes. - Christian Donner; Manfred Opper (J. Mach. Learn. Res., 2018)

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

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

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)

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)

Plasma State Monitoring and Disruption Characterization using Multimodal VAEs. - Yoeri Poels; Alessandro Pau; Christian Donner; Giulio Romanelli; Olivier Sauter; Cristina Venturini; Vlado Menkovski; TCV Team; The WPTE team (CoRR, 2025)