Christian Donner

16 papers A* 1A 2B 1Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Generative inverse design of multimodal resonant structures for locally resonant metamaterials.
Eng. Comput.
Sander Dedoncker, Christian Donner, Raphael Bischof, Linus Taenzer, Bart Van Damme
2025 J jnl
Plasma State Monitoring and Disruption Characterization using Multimodal VAEs.
CoRR
Yoeri Poels, Alessandro Pau, Christian Donner, Giulio Romanelli, Olivier Sauter, Cristina Venturini, Vlado Menkovski, TCV Team, The WPTE team
2024 J jnl
Ensemble learning and ground-truth validation of synaptic connectivity inferred from spike trains.
PLoS Comput. Biol.
Christian Donner, Julian Bartram, Philipp Hornauer, Taehoon Kim, Damian Roqueiro, Andreas Hierlemann, Guillaume Obozinski, Manuel S. Schröter
2022 J jnl
GP-ETAS: semiparametric Bayesian inference for the spatio-temporal epidemic type aftershock sequence model.
Stat. Comput.
Christian Molkenthin, Christian Donner, Sebastian Reich, Gert Zöller, Sebastian Hainzl, Matthias Holschneider, Manfred Opper
2019 A* conf
Efficient Gaussian Process Classification Using Pólya-Gamma Data Augmentation.
AAAI
Florian Wenzel, Théo Galy-Fajou, Christian Donner, Marius Kloft, Manfred Opper
2019 A conf
Multi-Class Gaussian Process Classification Made Conjugate: Efficient Inference via Data Augmentation.
UAI
Théo Galy-Fajou, Florian Wenzel, Christian Donner, Manfred Opper
2019 J jnl
Multi-Class Gaussian Process Classification Made Conjugate: Efficient Inference via Data Augmentation.
CoRR
Théo Galy-Fajou, Florian Wenzel, Christian Donner, Manfred Opper
2018 A conf
Efficient Bayesian Inference for a Gaussian Process Density Model.
UAI
Christian Donner, Manfred Opper
2018 J jnl
Efficient Bayesian Inference for a Gaussian Process Density Model.
CoRR
Christian Donner, Manfred Opper
2018 J jnl
Efficient Bayesian Inference of Sigmoidal Gaussian Cox Processes.
CoRR
Christian Donner, Manfred Opper
2018 J jnl
Efficient Bayesian Inference of Sigmoidal Gaussian Cox Processes.
J. Mach. Learn. Res.
Christian Donner, Manfred Opper
2018 J jnl
Efficient Gaussian Process Classification Using Polya-Gamma Data Augmentation.
CoRR
Florian Wenzel, Théo Galy-Fajou, Christian Donner, Marius Kloft, Manfred Opper
2017 J jnl
Approximate Inference for Time-Varying Interactions and Macroscopic Dynamics of Neural Populations.
PLoS Comput. Biol.
Christian Donner, Klaus Obermayer, Hideaki Shimazaki
2016 — conf
Approximate Inference Method for Dynamic Interactions in Larger Neural Populations.
ICONIP (3)
Christian Donner, Hideaki Shimazaki
2013 J jnl
Extraction and Segmentation of Sputum Cells for Lung Cancer Early Diagnosis.
Algorithms
Fatma Taher, Naoufel Werghi, Hussain Al-Ahmad, Christian Donner
2012 B conf
Detection and segmentation of sputum cell for early lung cancer detection.
ICIP
Naoufel Werghi, Christian Donner, Fatma Taher, Hussain Al-Ahmad