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Sebastian Keller 0001

Sebastian Mathias Keller

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affiliation: University of Basel, Departement of Mathematics and Computer Science, Switzerland

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2020 – today

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2021
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Sebastian Mathias Keller, Maxim Samarin, Fabricio Arend Torres, Mario Wieser, Volker Roth:
Learning Extremal Representations with Deep Archetypal Analysis. Int. J. Comput. Vis. 129(4): 805-820 (2021)
2020
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  - journals/corr/abs-2002-00815
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Sebastian Mathias Keller, Maxim Samarin, Fabricio Arend Torres, Mario Wieser, Volker Roth:
Learning Extremal Representations with Deep Archetypal Analysis. CoRR abs/2002.00815 (2020)

2010 – 2019

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2019
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Sebastian Mathias Keller, Maxim Samarin, Mario Wieser, Volker Roth:
Deep Archetypal Analysis. GCPR 2019: 171-185
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Sebastian Mathias Keller, Maxim Samarin, Mario Wieser, Volker Roth:
Deep Archetypal Analysis. CoRR abs/1901.10799 (2019)
2018
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Sebastian Mathias Keller, Damian Murezzan, Volker Roth:
Invexity Preserving Transformations for Projection Free Optimization with Sparsity Inducing Non-convex Constraints. GCPR 2018: 682-697
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Sebastian Mathias Keller, Maxim Samarin, Antonia Meyer, Vitalii Kosak, Ute Gschwandtner, Peter Fuhr, Volker Roth:
Computational EEG in Personalized Medicine: A study in Parkinson's Disease. CoRR abs/1812.06594 (2018)
2016
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Dinu Kaufmann, Sonali Parbhoo, Aleksander Wieczorek, Sebastian Keller, David Adametz, Volker Roth:
Bayesian Markov Blanket Estimation. AISTATS 2016: 333-341
2015
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Dinu Kaufmann, Sebastian Keller, Volker Roth:
Copula Archetypal Analysis. GCPR 2015: 117-128
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Dinu Kaufmann, Sonali Parbhoo, Aleksander Wieczorek, Sebastian Keller, David Adametz, Volker Roth:
Bayesian Markov Blanket Estimation. CoRR abs/1510.01485 (2015)

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