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Alona Sakhnenko

Observed name: Sakhnenko, Alona
ORCID: 0000-0002-3873-710X
Observed ORCID: 0000-0002-3873-710X
OpenAlex ID: A5086524924
Hybrid classical-quantum autoencoder for anomaly detection
2022 · Alona Sakhnenko, Corey O’Meara, et al. · Quantum Machine Intelligence · 46
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Predominant Aspects on Security for Quantum Machine Learning: Literature Review
2024 · Nicola Franco, Alona Sakhnenko, et al. · IEEE International Conference on Quantum Computing and Engineering (QCE) · 20
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A hyperparameter study for quantum kernel methods
2024 · Sebastian Egginger, Alona Sakhnenko, et al. · Quantum Machine Intelligence · 14
Identifying Bottlenecks of NISQ-Friendly HHL Algorithms
2024 · Marc Andreu Marfany, Alona Sakhnenko, et al. · IEEE International Conference on Quantum Computing and Engineering (QCE) · 5
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Generalization bounds in hybrid quantum-classical machine learning models
2025 · Tongyan Wu, Amine Bentellis, et al. · Physical Review A · 2
Buildung Continuous Quantum-Classical Bayesian Neural Networks for a Classical Clinical Dataset
2024 · Alona Sakhnenko, Julian Sikora, et al. · 1
Enhancing the scalability of classical surrogates for real-world quantum machine learning applications
2026 · Philip Anton Hernicht, Alona Sakhnenko, et al. · Quantum Machine Intelligence
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Security Aspects of Quantum Machine Learning (SecQML)
2026 · Franco, Nicola, Sakhnenko, Alona, et al. · Fraunhofer-Publica (Fraunhofer-Gesellschaft)
Generalization bounds in hybrid quantum-classical machine learning models
2026 · Wu, Tongyan, Bentellis, Amine, et al. · Fraunhofer-Publica (Fraunhofer-Gesellschaft)
Adversarial Robustness in Quantum Machine Learning
2026 · Nicola Franco, Aman Saxena, et al. · Quantum science and technology
Works count: 16
Citation count: 87
H-index: 4
I10-index: 3
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