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Sebastian Mathias Keller
Sebastian Mathias Keller
Bestätigte E-Mail-Adresse bei unibas.ch
Titel
Zitiert von
Zitiert von
Jahr
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
242021
Deep archetypal analysis
SM Keller, M Samarin, M Wieser, V Roth
German Conference on Pattern Recognition, 171-185, 2019
212019
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
102020
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
82023
Bayesian markov blanket estimation
D Kaufmann, S Parbhoo, A Wieczorek, S Keller, D Adametz, V Roth
Artificial Intelligence and Statistics, 333-341, 2016
82016
Copula archetypal analysis
D Kaufmann, S Keller, V Roth
Pattern Recognition: 37th German Conference, GCPR 2015, Aachen, Germany …, 2015
72015
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
42017
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
12021
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
12018
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
12018
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 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
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