Alona Sakhnenko

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Machine Learning

Literature Review

Anomaly Detection

Top Venues

Quantum Mach. Intell.

Publications

Marc Andreu Marfany, Alona Sakhnenko, Jeanette Miriam Lorenz
Identifying Bottlenecks of NISQ-friendly HHL algorithms. CoRR (2024)
Alona Sakhnenko, Julian Sikora, Jeanette Miriam Lorenz
Building Continuous Quantum-Classical Bayesian Neural Networks for a Classical Clinical Dataset. CoRR (2024)
Sebastian Egginger, Alona Sakhnenko, Jeanette Miriam Lorenz
A hyperparameter study for quantum kernel methods. Quantum Mach. Intell. 6 (2) (2024)
Nicola Franco, Alona Sakhnenko, Leon Stolpmann, Daniel Thuerck, Fabian Petsch, Annika Rüll, Jeanette Miriam Lorenz
Predominant Aspects on Security for Quantum Machine Learning: Literature Review. CoRR (2024)
Sebastian Egginger, Alona Sakhnenko, Jeanette Miriam Lorenz
A Hyperparameter Study for Quantum Kernel Methods. CoRR (2023)
Alona Sakhnenko, Corey O'Meara, Kumar J. B. Ghosh, Christian B. Mendl, Giorgio Cortiana, Juan Bernabé-Moreno
Hybrid classical-quantum autoencoder for anomaly detection. Quantum Mach. Intell. 4 (2) (2022)