Jonas Vaquet

According to our database, Jonas Vaquet authored at least 6 papers between 2021 and 2025.

Collaborative distances:

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

2025

Energy Efficient Online Stream Classification under Concept Drift on FPGAs for Edge Computing.

Jonas Vaquet, Florian Porrmann, Sarah Pilz, Valerie Vaquet, Jens Hagemeyer, Ulrich Rückert, Barbara Hammer

Proceedings of the International Joint Conference on Neural Networks, 2025

2024

Localizing of Anomalies in Critical Infrastructure using Model-Based Drift Explanations.

Valerie Vaquet, Fabian Hinder, Jonas Vaquet, Kathrin Lammers, Lars Quakernack, Barbara Hammer

Proceedings of the International Joint Conference on Neural Networks, 2024

Challenges, Methods, Data-A Survey of Machine Learning in Water Distribution Networks.

Valerie Vaquet, Fabian Hinder, André Artelt, Inaam Ashraf, Janine Strotherm, Jonas Vaquet, Johannes Brinkrolf, Barbara Hammer

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

Self-Supervised Learning from Incrementally Drifting Data Streams.

Valerie Vaquet, Jonas Vaquet, Fabian Hinder, Kleanthis Malialis, Christos G. Panayiotou, Marios M. Polycarpou, Barbara Hammer

Proceedings of the 32nd European Symposium on Artificial Neural Networks, 2024

2023

Localization of Small Leakages in Water Distribution Networks using Concept Drift Explanation Methods.

Valerie Vaquet, Fabian Hinder, Kathrin Lammers, Jonas Vaquet, Barbara Hammer

CoRR, 2023

2021

Online Learning on Non-Stationary Data Streams for Image Recognition using Deep Embeddings.

Valerie Vaquet, Fabian Hinder, Jonas Vaquet, Johannes Brinkrolf, Barbara Hammer

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021