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
24 2021 Deep archetypal analysis SM Keller, M Samarin, M Wieser, V Roth
German Conference on Pattern Recognition, 171-185, 2019
21 2019 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
10 2020 Information contained in EEG allows characterization of cognitive decline in neurodegenerative disorders SM Keller, C Reyneke, U Gschwandtner, P Fuhr
Clinical EEG and Neuroscience 54 (4), 391-398, 2023
8 2023 Bayesian markov blanket estimation D Kaufmann, S Parbhoo, A Wieczorek, S Keller, D Adametz, V Roth
Artificial Intelligence and Statistics, 333-341, 2016
8 2016 Copula archetypal analysis D Kaufmann, S Keller, V Roth
Pattern Recognition: 37th German Conference, GCPR 2015, Aachen, Germany …, 2015
7 2015 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 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
1 2018 Invexity Preserving Transformations for Projection Free Optimization with Sparsity Inducing Non-convex Constraints SM Keller, D Murezzan, V Roth
German Conference on Pattern Recognition, 682-697, 2018
1 2018 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 Interfacial exchange interactions and magnetism of Ni2 MnAl/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