Ferdinand Rewicki

According to our database, Ferdinand Rewicki authored at least 4 papers between 2022 and 2024.

Collaborative distances:

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

2024

Unraveling Anomalies in Time: Unsupervised Discovery and Isolation of Anomalous Behavior in Bio-Regenerative Life Support System Telemetry.

Ferdinand Rewicki, Jakob Gawlikowski, Julia Niebling, Joachim Denzler

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2024

Leveraging Causal Information for Multivariate Timeseries Anomaly Detection.

Lukas Heppel, Andreas Gerhardus, Ferdinand Rewicki, Jan Christian Deeken, Günther Waxenegger-Wilfing

Proceedings of the 35th International Conference on Principles of Diagnosis and Resilient Systems, 2024

2022

Is it worth it? An experimental comparison of six deep- and classical machine learning methods for unsupervised anomaly detection in time series.

Ferdinand Rewicki, Joachim Denzler, Julia Niebling

CoRR, 2022

Estimating Uncertainty of Deep Learning Multi-Label Classifications Using Laplace Approximation.

Ferdinand Rewicki, Jakob Gawlikowski

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022