Copula Archetypal Analysis. - Dinu Kaufmann; Sebastian Keller 001; Volker Roth 001 (GCPR, 2015)

Bayesian Markov Blanket Estimation. - Dinu Kaufmann; Sonali Parbhoo; Aleksander Wieczorek; Sebastian Keller 001; David Adametz; Volker Roth 001 (AISTATS, 2016)

Invexity Preserving Transformations for Projection Free Optimization with Sparsity Inducing Non-convex Constraints. - Sebastian Mathias Keller; Damian Murezzan; Volker Roth 001 (GCPR, 2018)

Computational EEG in Personalized Medicine: A study in Parkinson's Disease. - Sebastian Mathias Keller; Maxim Samarin; Antonia Meyer; Vitalii Kosak; Ute Gschwandtner; Peter Fuhr; Volker Roth 001 (CoRR, 2018)

Deep Archetypal Analysis. - Sebastian Mathias Keller; Maxim Samarin; Mario Wieser; Volker Roth 001 (GCPR, 2019)

Learning Extremal Representations with Deep Archetypal Analysis. - Sebastian Mathias Keller; Maxim Samarin; Fabricio Arend Torres; Mario Wieser; Volker Roth 001 (Int. J. Comput. Vis., 2021)