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Article

Keller, Sebastian Mathias and Samarin, Maxim and Arend Torres, Fabricio and Wieser, Mario and Roth, Volker. (2021) Learning Extremal Representations with Deep Archetypal Analysis. International Journal of Computer Vision, 129 (4). pp. 805-820.

Keller, Sebastian M. and Gschwandtner, Ute and Meyer, Antonia and Chaturvedi, Menorca and Roth, Volker and Fuhr, Peter. (2020) Cognitive decline in Parkinson's disease is associated with reduced complexity of EEG at baseline. Brain Communications, 2 (2). fcaa207.

Book Section

Kaufmann, Dinu and Keller, Sebastian and Roth, Volker. (2015) Copula Archetypal Analysis. In: Pattern Recognition. pp. 117-128.

Conference or Workshop Item

Keller, Sebastian Mathias and Samarin, Maxim and Wieser, Mario and Roth, Volker. (2019) Deep Archetypal Analysis. In: Pattern Recognition. Cham, pp. 171-185.

Thesis

Keller, Sebastian Mathias. Interpretable Machine Learning for Electro-encephalography. 2020, Doctoral Thesis, University of Basel, Faculty of Science.