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Christian Donner
Christian Donner
Eidgenössische Technische Hochschule Zürich
Verified email at ethz.ch
Title
Cited by
Cited by
Year
Efficient Bayesian inference of sigmoidal Gaussian Cox processes
C Donner, M Opper
Journal of Machine Learning Research 19 (67), 1-34, 2018
452018
Extraction and segmentation of sputum cells for lung cancer early diagnosis
F Taher, N Werghi, H Al-Ahmad, C Donner
Algorithms 6 (3), 512-531, 2013
332013
Multi-class Gaussian process classification made conjugate: Efficient inference via data augmentation
T Galy-Fajou, F Wenzel, C Donner, M Opper
Uncertainty in artificial intelligence, 755-765, 2020
302020
Approximate inference for time-varying interactions and macroscopic dynamics of neural populations
C Donner, K Obermayer, H Shimazaki
PLoS computational biology 13 (1), e1005309, 2017
302017
GP-ETAS: semiparametric Bayesian inference for the spatio-temporal epidemic type aftershock sequence model
C Molkenthin, C Donner, S Reich, G Zöller, S Hainzl, M Holschneider, ...
Statistics and computing 32 (2), 29, 2022
292022
Inverse Ising problem in continuous time: A latent variable approach
C Donner, M Opper
Physical Review E 96 (6), 062104, 2017
232017
Efficient Bayesian inference for a Gaussian process density model
C Donner, M Opper
arXiv preprint arXiv:1805.11494, 2018
152018
Detection and segmentation of sputum cell for early lung cancer detection
N Werghi, C Donner, F Taher, H Al-Ahmad
2012 19th IEEE International Conference on Image Processing, 2813-2816, 2012
102012
DeePhys: A machine learning–assisted platform for electrophysiological phenotyping of human neuronal networks
P Hornauer, G Prack, N Anastasi, S Ronchi, T Kim, C Donner, M Fiscella, ...
Stem Cell Reports 19 (2), 285-298, 2024
52024
Segmentation of sputum cell image for early lung cancer detection
N Werghi, C Donner, F Taher, H Alahmad
IET Conference on Image Processing (IPR 2012), 213, 2012
42012
Cell extraction from sputum images for early lung cancer detection
C Donner, N Werghi, F Taher, H Al-Ahmad
2012 16th IEEE Mediterranean Electrotechnical Conference, 485-488, 2012
42012
Generative inverse design of multimodal resonant structures for locally resonant metamaterials
S Dedoncker, C Donner, R Bischof, L Taenzer, B Van Damme
Engineering with Computers, 1-17, 2025
32025
Ensemble learning and ground-truth validation of synaptic connectivity inferred from spike trains
C Donner, J Bartram, P Hornauer, T Kim, D Roqueiro, A Hierlemann, ...
PLOS Computational Biology 20 (4), e1011964, 2024
32024
Downregulating α-synuclein in iPSC-derived dopaminergic neurons mimics electrophysiological phenotype of the A53T mutation
P Hornauer, G Prack, N Anastasi, S Ronchi, T Kim, C Donner, M Fiscella, ...
bioRxiv, 2022.03. 31.486582, 2022
22022
Scalable multi-class Gaussian process classification via data augmentation
T Galy-Fajou, F Wenzel, C Donner, M Opper
Proc. NIPS Workshop Approx. Inference, 1-12, 2018
22018
Scalable logit gaussian process classification
F Wenzel, T Galy-Fajou, C Donner, M Kloft, M Opper
Advances in Approximate Bayesian Inference, NIPS Workshop, 2017
22017
Optimization of resonant absorbers for passive vibration control: a numerical approach and its experimental validation
S Dedoncker, C Donner, L Taenzer, B Van Damme
Available at SSRN 4266071, 2022
12022
Bayesian inference of inhomogeneous point process models
C Donner
PhD thesis, Technische Universität Berlin, 2019
12019
A cross-sensor approach for marine litter detection with self-supervised learning
E Dalsasso, M Russwurm, C Donner, R de Vries, M Volpi, D Tuia
EGU25, the 27th EGU General Assembly, 2025
2025
Autoregressive denoising diffusion for predicting trajectories of floating objects in oceans
C Donner, S Goshtasbpour, E Dalsasso, M Volpi, M Russwurm, D Tuia
EGU25, 2025
2025
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Articles 1–20