Katharina Rombach

According to our database, Katharina Rombach authored at least 8 papers between 2018 and 2023.

Collaborative distances:

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

2023

Controlled generation of unseen faults for <i>Partial</i> and <i>Open-Partial</i> domain adaptation.

Katharina Rombach, Gabriel Michau, Olga Fink

Reliab. Eng. Syst. Saf., 2023

2022

Supervised learning and reinforcement learning of feedback models for reactive behaviors: Tactile feedback testbed.

Giovanni Sutanto, Katharina Rombach, Yevgen Chebotar, Zhe Su, Stefan Schaal, Gaurav S. Sukhatme, Franziska Meier

Int. J. Robotics Res., 2022

Contrastive Feature Learning for Fault Detection and Diagnostics in Railway Applications.

Katharina Rombach, Gabriel Michau, Kajan Ratnasabapathy, Lucian-Stefan Ancu, Wilfried Bürzle, Stefan Koller, Olga Fink

CoRR, 2022

Controlled Generation of Unseen Faults for Partial and OpenSet&Partial Domain Adaptation.

Katharina Rombach, Gabriel Michau, Olga Fink

CoRR, 2022

2021

Contrastive Learning for Fault Detection and Diagnostics in the Context of Changing Operating Conditions and Novel Fault Types.

Katharina Rombach, Gabriel Michau, Olga Fink

Sensors, 2021

2020

Improving generalization of deep fault detection models in the presence of mislabeled data.

Katharina Rombach, Gabriel Michau, Olga Fink

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

2019

Automated Machine Learning in Practice: State of the Art and Recent Results.

Lukas Tuggener, Mohammadreza Amirian, Katharina Rombach, Stefan Lörwald, Anastasia Varlet, Christian Westermann, Thilo Stadelmann

Proceedings of the 6th Swiss Conference on Data Science, 2019

2018

Deep Learning in the Wild.

Thilo Stadelmann, Mohammadreza Amirian, Ismail Arabaci, Marek Arnold, Gilbert François Duivesteijn, Ismail Elezi, Melanie Geiger, Stefan Lörwald, Benjamin Bruno Meier, Katharina Rombach, Lukas Tuggener

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2018