| Learning extremal representations with deep archetypal analysis SM Keller, M Samarin, F Arend Torres, M Wieser, V Roth International Journal of Computer Vision 129, 805-820, 2021 | 18 | 2021 |
| Deep archetypal analysis SM Keller, M Samarin, M Wieser, V Roth Pattern Recognition: 41st DAGM German Conference, DAGM GCPR 2019, Dortmund …, 2019 | 17 | 2019 |
| Bayesian markov blanket estimation D Kaufmann, S Parbhoo, A Wieczorek, S Keller, D Adametz, V Roth Artificial Intelligence and Statistics, 333-341, 2016 | 7 | 2016 |
| Copula archetypal analysis D Kaufmann, S Keller, V Roth Pattern Recognition: 37th German Conference, GCPR 2015, Aachen, Germany …, 2015 | 7 | 2015 |
| Cognitive decline in Parkinson’s disease is associated with reduced complexity of EEG at baseline SM Keller, U Gschwandtner, A Meyer, M Chaturvedi, V Roth, P Fuhr Brain Communications 2 (2), fcaa207, 2020 | 6 | 2020 |
| Interfacial exchange interactions and magnetism of bilayers R Yanes, E Simon, S Keller, B Nagyfalusi, S Khmelevsky, L Szunyogh, ... Physical Review B 96 (6), 064435, 2017 | 4 | 2017 |
| Reduced Alpha suppression & altered EEG signal complexity in Parkinson's disease-signatures of cognitive impairment? SM Keller, A Meyer, U Gschwandtner, SM Beltrani, K Toloraia, P Fuhr MOVEMENT DISORDERS 36, S293-S294, 2021 | 1 | 2021 |
| Invexity Preserving Transformations for Projection Free Optimization with Sparsity Inducing Non-convex Constraints SM Keller, D Murezzan, V Roth Pattern Recognition: 40th German Conference, GCPR 2018, Stuttgart, Germany …, 2019 | 1 | 2019 |
| Information Contained in EEG Allows Characterization of Cognitive Decline in Neurodegenerative Disorders SM Keller, C Reyneke, U Gschwandtner, P Fuhr Clinical EEG and Neuroscience, 15500594221120734, 2022 | | 2022 |
| P 38. Mild cognitive impairment in patients with Parkinson's disease is characterized by a strong coupling of EEG signal complexity and band power SM Keller, S Beltrani, U Gschwandtner, A Meyer, K Toloraia, P Fuhr Clinical Neurophysiology 132 (8), e17, 2021 | | 2021 |
| FV22 Reduced Tsallis Entropy of EEG in Patients with Parkinsons Disease–A Predictive Marker for Cognitive Decline SM Keller, U Gschwandtner, A Meyer, M Chaturvedi, P Fuhr, V Roth Clinical Neurophysiology 131 (4), e233, 2020 | | 2020 |
| Interpretable Machine Learning for Electro-encephalography SM Keller University_of_Basel, 2020 | | 2020 |
| Tsallis entropy of EEG correlates with future cognitive decline in patients with Parkinson's disease SM Keller, A Meyer, JG Bogaarts, U Gschwandtner, P Fuhr, V Roth MOVEMENT DISORDERS 34, 2019 | | 2019 |
| Computational EEG in Personalized Medicine: A study in Parkinson's Disease SM Keller, M Samarin, A Meyer, V Kosak, U Gschwandtner, P Fuhr, ... arXiv preprint arXiv:1812.06594, 2018 | | 2018 |
| Interfacial exchange interactions and magnetism of Ni2MnAl/Fe bilayers R Yanes Díaz, E Simon, S Keller, B Nagyfalusi, S Khmelevsky, ... | | 2017 |
| Bayesian Markov Blanket Estimation D Kaufmann, S Parbhoo, A Wieczorek, S Keller, D Adametz, V Roth arXiv preprint arXiv:1510.01485, 2015 | | 2015 |
| Basic Ideas and Concepts in Magnetism S Keller | | |
| Supplement to Bayesian Markov Blanket Estimation D Kaufmann, S Parbhoo, A Wieczorek, S Keller, D Adametz, V Roth | | |
