Vasileios Belis

According to our database, Vasileios Belis authored at least 11 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Spectral methods: crucial for machine learning, natural for quantum computers?

Vasilis Belis, Joseph Bowles, Rishabh Gupta, Evan Peters, Maria Schuld

CoRR, March, 2026

Probabilistic modeling over permutations using quantum computers.

Vasilis Belis, Giulio Crognaletti, Matteo Argenton, Michele Grossi, Maria Schuld

CoRR, March, 2026

2025

Learning reduced representations for quantum classifiers.

Patrick Odagiu, Vasilis Belis, Lennart Schulze, Panagiotis Kl. Barkoutsos, Michele Grossi, Florentin Reiter, Günther Dissertori, Ivano Tavernelli, Sofia Vallecorsa

Quantum Mach. Intell., December, 2025

Guided graph compression for quantum graph neural networks.

Mikel Casals, Vasilis Belis, Elías F. Combarro, Eduard Alarcón, Sofia Vallecorsa, Michele Grossi

Mach. Learn. Sci. Technol., 2025

2024

Guided quantum compression for high dimensional data classification.

Vasilis Belis, Patrick Odagiu, Michele Grossi, Florentin Reiter, Günther Dissertori, Sofia Vallecorsa

Mach. Learn. Sci. Technol., 2024

Guided Quantum Compression for Higgs Identification.

Vasilis Belis, Patrick Odagiu, Michele Grossi, Florentin Reiter, Günther Dissertori, Sofia Vallecorsa

CoRR, 2024

2023

Unravelling physics beyond the standard model with classical and quantum anomaly detection.

Julian Schuhmacher, Laura Boggia, Vasilis Belis, Ema Puljak, Michele Grossi, Maurizio Pierini, Sofia Vallecorsa, Francesco Tacchino, Panagiotis Kl. Barkoutsos, Ivano Tavernelli

Mach. Learn. Sci. Technol., December, 2023

Machine Learning for Anomaly Detection in Particle Physics.

Vasilis Belis, Patrick Odagiu, Thea Klæboe Årrestad

CoRR, 2023

Provable advantages of kernel-based quantum learners and quantum preprocessing based on Grover's algorithm.

Till Muser, Elias Zapusek, Vasilis Belis, Florentin Reiter

CoRR, 2023

Quantum anomaly detection in the latent space of proton collision events at the LHC.

Kinga Anna Wozniak, Vasilis Belis, Ema Puljak, Panagiotis Kl. Barkoutsos, Günther Dissertori, Michele Grossi, Maurizio Pierini, Florentin Reiter, Ivano Tavernelli, Sofia Vallecorsa

CoRR, 2023

2021

Higgs analysis with quantum classifiers.

Vasileios Belis, Samuel González-Castillo, Christina Reissel, Sofia Vallecorsa, Elías F. Combarro, Günther Dissertori, Florentin Reiter

CoRR, 2021