Hannes Stuke

Publication Activity (10 Years)

Years Active: 2008-2020
Publications (10 Years): 7

Top Topics

Dynamical Systems

Learning From Experience

Conjugate Priors

Top Venues

SIAM J. Appl. Dyn. Syst.

PLoS Comput. Biol.

Publications

Pavel Gurevich, Hannes Stuke
Dynamical Systems Approach to Outlier Robust Deep Neural Networks for Regression. SIAM J. Appl. Dyn. Syst. 19 (4) (2020)
Pavel Gurevich, Hannes Stuke
Gradient conjugate priors and multi-layer neural networks. Artif. Intell. 278 (2020)
Pavel Gurevich, Hannes Stuke
Robustness Against Outliers For Deep Neural Networks By Gradient Conjugate Priors. CoRR (2019)
Pavel Gurevich, Hannes Stuke
Pairing an arbitrary regressor with an artificial neural network estimating aleatoric uncertainty. Neurocomputing 350 (2019)
Pavel Gurevich, Hannes Stuke
Gradient conjugate priors and deep neural networks. CoRR (2018)
Pavel Gurevich, Hannes Stuke
Learning uncertainty in regression tasks by deep neural networks. CoRR (2017)
Heiner Stuke, Hannes Stuke, Veith Andreas Weilnhammer, Katharina Schmack
Psychotic Experiences and Overhasty Inferences Are Related to Maladaptive Learning. PLoS Comput. Biol. 13 (1) (2017)
Jan Klein, Hannes Stuke, Bram Stieltjes, Olaf Konrad, Horst K. Hahn, Heinz-Otto Peitgen
Efficient fiber clustering using parameterized polynomials. Medical Imaging: Image-Guided Procedures (2008)
Jan Klein, Hannes Stuke, Jan Rexilius, Bram Stieltjes, Horst K. Hahn, Heinz-Otto Peitgen
Towards user-independent DTI quantification. Medical Imaging: Image Processing (2008)