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)

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 (QCE, 2024)

Identifying Bottlenecks of NISQ-Friendly HHL Algorithms. - Marc Andreu Marfany; Alona Sakhnenko; Jeanette Miriam Lorenz (QCE, 2024)

Building Continuous Quantum-Classical Bayesian Neural Networks for a Classical Clinical Dataset. - Alona Sakhnenko; Julian Sikora; Jeanette Miriam Lorenz (CoRR, 2024)

A hyperparameter study for quantum kernel methods. - Sebastian Egginger; Alona Sakhnenko; Jeanette Miriam Lorenz (Quantum Mach. Intell., 2024)

Generalization Bounds in Hybrid Quantum-Classical Machine Learning Models. - Tongyan Wu; Amine Bentellis; Alona Sakhnenko; Jeanette Miriam Lorenz (CoRR, 2025)