Alona Sakhnenko

According to our database, Alona Sakhnenko authored at least 6 papers between 2022 and 2025.

Collaborative distances:

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

2025

Generalization Bounds in Hybrid Quantum-Classical Machine Learning Models.

Tongyan Wu, Amine Bentellis, Alona Sakhnenko, Jeanette Miriam Lorenz

CoRR, April, 2025

2024

A hyperparameter study for quantum kernel methods.

Sebastian Egginger, Alona Sakhnenko, Jeanette Miriam Lorenz

Quantum Mach. Intell., December, 2024

Building Continuous Quantum-Classical Bayesian Neural Networks for a Classical Clinical Dataset.

Alona Sakhnenko, Julian Sikora, Jeanette Miriam Lorenz

CoRR, 2024

Identifying Bottlenecks of NISQ-Friendly HHL Algorithms.

Marc Andreu Marfany, Alona Sakhnenko, Jeanette Miriam Lorenz

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

Predominant Aspects on Security for Quantum Machine Learning: Literature Review.

Nicola Franco, Alona Sakhnenko, Leon Stolpmann, Daniel Thuerck, Fabian Petsch, Annika Rüll, Jeanette Miriam Lorenz

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

2022

Hybrid classical-quantum autoencoder for anomaly detection.

Alona Sakhnenko, Corey O'Meara, Kumar Jang Bahadur Ghosh, Christian B. Mendl, Giorgio Cortiana, Juan Bernabé-Moreno

Quantum Mach. Intell., 2022