Kilian Tscharke

According to our database, Kilian Tscharke authored at least 11 papers between 2023 and 2026.

Collaborative distances:

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

2026

Anomaly Detection with Quantum SVR in the NISQ Era: Limits of Robustness to Noise and Adversarial Attacks.

Kilian Tscharke, Maximilian Wendlinger, Sebastian Issel, Pascal Debus

Proceedings of the 18th International Conference on Agents and Artificial Intelligence, 2026

2025

Quantum Support Vector Regression for Robust Anomaly Detection.

Kilian Tscharke, Maximilian Wendlinger, Sebastian Issel, Pascal Debus

CoRR, May, 2025

Old Rules in a New Game: Mapping Uncertainty Quantification to Quantum Machine Learning.

Maximilian Wendlinger, Kilian Tscharke, Pascal Debus

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2025

Quantum Autoencoder for Multivariate Time Series Anomaly Detection.

Kilian Tscharke, Maximilian Wendlinger, Afrae Ahouzi, Pallavi Bhardwaj, Kaweh Amoi-Taleghani, Michael Schrödl-Baumann, Pascal Debus

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2025

Entangled Threats: A Unified Kill Chain Model for Quantum Machine Learning Security.

Pascal Debus, Maximilian Wendlinger, Kilian Tscharke, Daniel Herr, Cedric Brügmann, Daniel Ohl de Mello, Juris Ulmanis, Alexander Erhard, Arthur Schmidt, Fabian Petsch

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2025

2024

Towards Classical Software Verification using Quantum Computers.

Sebastian Issel, Kilian Tscharke, Pascal Debus

CoRR, 2024

Imbalance in Regression Datasets.

Daniel Kowatsch, Nicolas M. Müller, Kilian Tscharke, Philip Sperl, Konstantin Böttinger

CoRR, 2024

Quantum Machine Learning Playground.

Pascal Debus, Sebastian Issel, Kilian Tscharke

IEEE Computer Graphics and Applications, 2024

A Comparative Analysis of Adversarial Robustness for Quantum and Classical Machine Learning Models.

Maximilian Wendlinger, Kilian Tscharke, Pascal Debus

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2024

QUACK: Quantum Aligned Centroid Kernel.

Kilian Tscharke, Sebastian Issel, Pascal Debus

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2024

2023

Semisupervised Anomaly Detection using Support Vector Regression with Quantum Kernel.

Kilian Tscharke, Sebastian Issel, Pascal Debus

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2023