Jannis Schücker

Publication Activity (10 Years)

Years Active: 2018-2020
Publications (10 Years): 8

Top Topics

Dynamical Systems

Domain Specific Knowledge

Supervised Machine Learning

Point Processes

Top Venues

Publications

César Ojeda, Ramsés J. Sánchez, Kostadin Cvejoski, Jannis Schücker, Christian Bauckhage, Bogdan Georgiev
Auto Encoding Explanatory Examples with Stochastic Paths. ICPR (2020)
César Ojeda, Bogdan Georgiev, Kostadin Cvejoski, Jannis Schücker, Christian Bauckhage, Ramsés J. Sánchez
Switching Dynamical Systems with Deep Neural Networks. ICPR (2020)
Laura von Rüden, Sebastian Mayer, Jochen Garcke, Christian Bauckhage, Jannis Schücker
Informed Machine Learning - Towards a Taxonomy of Explicit Integration of Knowledge into Machine Learning. CoRR (2019)
César Ali Marin Ojeda, Kostadin Cvejoski, Rafet Sifa, Jannis Schücker, Christian Bauckhage
Patterns and Outliers in Temporal Point Processes. IntelliSys (1) (2019)
Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa, Jannis Schücker, Stefan Wrobel
Leveraging Domain Knowledge for Reinforcement Learning Using MMC Architectures. ICANN (2) (2019)
César Ojeda, Kostadin Cvejosky, Ramsés J. Sánchez, Jannis Schücker, Bogdan Georgiev, Christian Bauckhage
Recurrent Adversarial Service Times. CoRR (2019)
Benjamin Wulff, Jannis Schücker, Christian Bauckhage
SPSA for Layer-Wise Training of Deep Networks. ICANN (3) (2018)
Christian Bauckhage, César Ojeda, Jannis Schücker, Rafet Sifa, Stefan Wrobel
Informed Machine Learning Through Functional Composition. LWDA (2018)