Katharina Ott

According to our database, Katharina Ott authored at least 9 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Exploring Task-Specific Structure in Neural Networks: Advancing Numerical Interpretation and Uncertainty Quantification.

Katharina Ott

PhD thesis, 2025

2024

Predicting Overall Survival of Glioblastoma Patients Using Deep Learning Classification Based on MRIs.

Katharina Ott, Santiago Cepeda, Dennis Hartmann, Frank Kramer, Dominik Müller

Proceedings of the German Medical Data Sciences 2024 - Health, 2024

2023

Uncertainty and Structure in Neural Ordinary Differential Equations.

Katharina Ott, Michael Tiemann, Philipp Hennig

CoRR, 2023

Bayesian Numerical Integration with Neural Networks.

Katharina Ott, Michael Tiemann, Philipp Hennig, François-Xavier Briol

CoRR, 2023

Baysian numerical integration with neural networks.

Katharina Ott, Michael Tiemann, Philipp Hennig, François-Xavier Briol

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Evaluation of the Availability of Nursing Quality Indicators in German FHIR Implementations.

Steffen Netzband, Katharina Ott, Florian Auer, Frank Kramer

Proceedings of the Healthcare Transformation with Informatics and Artificial Intelligence, 2023

2021

ResNet After All: Neural ODEs and Their Numerical Solution.

Katharina Ott, Prateek Katiyar, Philipp Hennig, Michael Tiemann

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

When are Neural ODE Solutions Proper ODEs?

Katharina Ott, Prateek Katiyar, Philipp Hennig, Michael Tiemann

CoRR, 2020

2013

A framework for economic demand forecast evaluation.

Katharina Ott, Arne Mensendiek, Kai Gmeinwieser

OR Insight, 2013