Silvie Illésová

According to our database, Silvie Illésová authored at least 6 papers between 2024 and 2026.

Collaborative distances:

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

2026

On the importance of fundamental properties in quantum-classical machine learning models.

Silvie Illésová, Tomasz Rybotycki, Piotr Gawron, Martin Beseda

Int. J. Parallel Emergent Distributed Syst., May, 2026

2025

Classical Optimization Strategies for Variational Quantum Algorithms: A Systematic Study of Noise Effects and Parameter Efficiency.

Tomás Bezdek, Haomu Yuan, Vojtech Novák, Silvie Illésová, Martin Beseda

CoRR, November, 2025

From Classical to Hybrid: A Practical Framework for Quantum-Enhanced Learning.

Silvie Illésová, Tomás Bezdek, Vojtech Novák, Ivan Zelinka, Stefano Cacciatore, Martin Beseda

CoRR, November, 2025

Numerical Optimization Strategies for the Variational Hamiltonian Ansatz in Noisy Quantum Environments.

Silvie Illésová, Vojtech Novák, Tomás Bezdek, C. Possel, Martin Beseda

CoRR, May, 2025

QMetric: Benchmarking Quantum Neural Networks Across Circuits, Features, and Training Dimensions.

Silvie Illésová, Tomasz Rybotycki, Martin Beseda

Proceedings of the QualITA 2025: The Fourth Conference on System and Service Quality co-located with 39th International Conference on Modelling and Simulation (ECMS 2025), 2025

2024

State-Averaged Orbital-Optimized VQE: A quantum algorithm for the democratic description of ground and excited electronic states.

Martin Beseda, Silvie Illésová, Saad Yalouz, Bruno Senjean

J. Open Source Softw., 2024