Katharina Rombach

15 papers B 1Journal 12Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Interpretable prognostics with concept bottleneck models. Inf. Fusion Florent Forest, Katharina Rombach, Olga Fink
2025	J	`jnl`	Learning Informative Health Indicators Through Unsupervised Contrastive Learning. IEEE Trans. Reliab. Katharina Rombach, Gabriel Michau, Wilfried Bürzle, Stefan Koller, Olga Fink
2024	J	`jnl`	Interpretable Prognostics with Concept Bottleneck Models. CoRR Florent Forest, Katharina Rombach, Olga Fink
2023	J	`jnl`	Controlled generation of unseen faults for Reliab. Eng. Syst. Saf. Katharina Rombach, Gabriel Michau, Olga Fink
2022	J	`jnl`	Contrastive Feature Learning for Fault Detection and Diagnostics in Railway Applications. CoRR Katharina Rombach, Gabriel Michau, Kajan Ratnasabapathy, Lucian-Stefan Ancu, Wilfried Bürzle, Stefan Koller, Olga Fink
2022	J	`jnl`	Controlled Generation of Unseen Faults for Partial and OpenSet&Partial Domain Adaptation. CoRR Katharina Rombach, Gabriel Michau, Olga Fink
2022	J	`jnl`	Supervised learning and reinforcement learning of feedback models for reactive behaviors: Tactile feedback testbed. Int. J. Robotics Res. Giovanni Sutanto, Katharina Rombach, Yevgen Chebotar, Zhe Su, Stefan Schaal, Gaurav S. Sukhatme, Franziska Meier
2021	J	`jnl`	Contrastive Learning for Fault Detection and Diagnostics in the Context of Changing Operating Conditions and Novel Fault Types. Sensors Katharina Rombach, Gabriel Michau, Olga Fink
2020	J	`jnl`	Improving Generalization of Deep Fault Detection Models in the Presence of Mislabeled Data. CoRR Katharina Rombach, Gabriel Michau, Olga Fink
2020	B	`conf`	Improving generalization of deep fault detection models in the presence of mislabeled data. SMC Katharina Rombach, Gabriel Michau, Olga Fink
2020	J	`jnl`	Supervised Learning and Reinforcement Learning of Feedback Models for Reactive Behaviors: Tactile Feedback Testbed. CoRR Giovanni Sutanto, Katharina Rombach, Yevgen Chebotar, Zhe Su, Stefan Schaal, Gaurav S. Sukhatme, Franziska Meier
2019	—	`conf`	Automated Machine Learning in Practice: State of the Art and Recent Results. SDS Lukas Tuggener, Mohammadreza Amirian, Katharina Rombach, Stefan Lörwald, Anastasia Varlet, Christian Westermann, Thilo Stadelmann
2019	J	`jnl`	Automated Machine Learning in Practice: State of the Art and Recent Results. CoRR Lukas Tuggener, Mohammadreza Amirian, Katharina Rombach, Stefan Lörwald, Anastasia Varlet, Christian Westermann, Thilo Stadelmann
2018	—	`conf`	Deep Learning in the Wild. ANNPR Thilo Stadelmann, Mohammadreza Amirian, Ismail Arabaci, Marek Arnold, Gilbert François Duivesteijn, Ismail Elezi, Melanie Geiger, Stefan Lörwald, Benjamin Bruno Meier, Katharina Rombach, Lukas Tuggener
2018	J	`jnl`	Deep Learning in the Wild. CoRR Thilo Stadelmann, Mohammadreza Amirian, Ismail Arabaci, Marek Arnold, Gilbert François Duivesteijn, Ismail Elezi, Melanie Geiger, Stefan Lörwald, Benjamin Bruno Meier, Katharina Rombach, Lukas Tuggener