Alona Sakhnenko

11 papers Misc 2Journal 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Enhancing the Scalability of Classical Surrogates for Real-World Quantum Machine Learning Applications.
CoRR
Philip Anton Hernicht, Alona Sakhnenko, Corey O'Meara, Giorgio Cortiana, Jeanette Miriam Lorenz
2025 J jnl
Generalization Bounds in Hybrid Quantum-Classical Machine Learning Models.
CoRR
Tongyan Wu, Amine Bentellis, Alona Sakhnenko, Jeanette Miriam Lorenz
2025 J jnl
Is data-efficient learning feasible with quantum models?
CoRR
Alona Sakhnenko, Christian B. Mendl, Jeanette Miriam Lorenz
2024 J jnl
A hyperparameter study for quantum kernel methods.
Quantum Mach. Intell.
Sebastian Egginger, Alona Sakhnenko, Jeanette Miriam Lorenz
2024 J jnl
Building Continuous Quantum-Classical Bayesian Neural Networks for a Classical Clinical Dataset.
CoRR
Alona Sakhnenko, Julian Sikora, Jeanette Miriam Lorenz
2024 Misc conf
Identifying Bottlenecks of NISQ-Friendly HHL Algorithms.
QCE
Marc Andreu Marfany, Alona Sakhnenko, Jeanette Miriam Lorenz
2024 J jnl
Identifying Bottlenecks of NISQ-friendly HHL algorithms.
CoRR
Marc Andreu Marfany, Alona Sakhnenko, Jeanette Miriam Lorenz
2024 Misc conf
Predominant Aspects on Security for Quantum Machine Learning: Literature Review.
QCE
Nicola Franco, Alona Sakhnenko, Leon Stolpmann, Daniel Thuerck, Fabian Petsch, Annika Rüll, Jeanette Miriam Lorenz
2024 J jnl
Predominant Aspects on Security for Quantum Machine Learning: Literature Review.
CoRR
Nicola Franco, Alona Sakhnenko, Leon Stolpmann, Daniel Thuerck, Fabian Petsch, Annika Rüll, Jeanette Miriam Lorenz
2023 J jnl
A Hyperparameter Study for Quantum Kernel Methods.
CoRR
Sebastian Egginger, Alona Sakhnenko, Jeanette Miriam Lorenz
2022 J jnl
Hybrid classical-quantum autoencoder for anomaly detection.
Quantum Mach. Intell.
Alona Sakhnenko, Corey O'Meara, Kumar Jang Bahadur Ghosh, Christian B. Mendl, Giorgio Cortiana, Juan Bernabé-Moreno