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Mario Wieser
Mario Wieser
Genedata AG
Verified email at genedata.com - Homepage
Title
Cited by
Cited by
Year
Determinants of HIV-1 reservoir size and long-term dynamics during suppressive ART
N Bachmann, C Von Siebenthal, V Vongrad, T Turk, K Neumann, ...
Nature communications 10 (1), 3193, 2019
1112019
Information bottleneck for estimating treatment effects with systematically missing covariates
S Parbhoo, M Wieser, A Wieczorek, V Roth
Entropy 22 (4), 389, 2020
27*2020
Learning sparse latent representations with the deep copula information bottleneck
A Wieczorek*, M Wieser*, D Murezzan, V Roth
International Conference on Learning Representations (ICLR), 2018
262018
Learning extremal representations with deep archetypal analysis
SM Keller, M Samarin, FA Torres, M Wieser, V Roth
International Journal of Computer Vision (IJCV) 129 (4), 805-820, 2021
182021
Deep Archetypal Analysis
SM Keller, M Samarin, M Wieser, V Roth
German Conference on Pattern Recognition, 2019
172019
3DMolNet: a generative network for molecular structures
V Nesterov, M Wieser, V Roth
arXiv preprint arXiv:2010.06477, 2020
142020
Greedy Structure Learning of Hierarchical Compositional Models
A Kortylewski, A Wieczorek, M Wieser, C Blumer, S Parbhoo, ...
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
12*2019
Informed MCMC with Bayesian Neural Networks for Facial Image Analysis
A Kortylewski, M Wieser, A Morel-Forster, A Wieczorek, S Parbhoo, ...
NeurIPS Bayesian Deep Learning Workshop, 2018
102018
Transfer Learning from Well-Curated to Less-Resourced Populations with HIV
S Parbhoo, M Wieser, V Roth, F Doshi-Velez
Machine Learning for Healthcare (MLHC), 2020
92020
Host genomics of the HIV-1 reservoir size and its decay rate during suppressive antiretroviral treatment
CW Thorball, A Borghesi, N Bachmann, C Von Siebenthal, V Vongrad, ...
JAIDS Journal of Acquired Immune Deficiency Syndromes 85 (4), 517-524, 2020
62020
Inverse Learning of Symmetries
M Wieser, S Parbhoo, A Wieczorek, V Roth
Advances in Neural Information Processing Systems 33, 2020
62020
Learning Conditional Invariance Through Cycle Consistency
M Samarin, V Nesterov, M Wieser, A Wieczorek, S Parbhoo, V Roth
Pattern Recognition: 43rd DAGM German Conference, DAGM GCPR 2021, Bonn†…, 2022
12022
Self-Supervised Representation Learning for High-Content Screening
D Siegismund*, M Wieser*, S Heyse, S Steigele
Medical Imaging with Deep Learning (MIDL), 2022
12022
Learning invariant representations for deep latent variable models
M Wieser
University_of_Basel, 2020
12020
Vision Transformers Show Improved Robustness in High-Content Image Analysis
M Wieser, D Siegismund, S Heyse, S Steigele
2022 9th Swiss Conference on Data Science (SDS), 71-72, 2022
2022
Estimating Causal Effects With Partial Covariates For Clinical Interpretability
S Parbhoo, M Wieser, V Roth
NeurIPS Machine Learning for Health Workshop (ML4H), 2018
2018
A modular prototyping hard-and software platform for faster development of intelligent charging infrastructures of electric vehicles
J Clement, M Wieser, P Benoit, R Kohrs, C Wittwer
4th International Conference on Power Engineering, Energy and Electrical†…, 2013
2013
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