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Vasilis Belis
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Higgs analysis with quantum classifiers
V Belis, S González-Castillo, C Reissel, S Vallecorsa, EF Combarro, ...
EPJ Web of Conferences 251, 03070, 2021
422021
Quantum anomaly detection in the latent space of proton collision events at the LHC
KA Woźniak, V Belis, E Puljak, P Barkoutsos, G Dissertori, M Grossi, ...
arXiv preprint arXiv:2301.10780, 2023
19*2023
Unravelling physics beyond the standard model with classical and quantum anomaly detection
J Schuhmacher, L Boggia, V Belis, E Puljak, M Grossi, M Pierini, ...
Machine Learning: Science and Technology 4 (4), 045031, 2023
152023
Machine learning for anomaly detection in particle physics
V Belis, P Odagiu, TK Aarrestad
Reviews in Physics, 100091, 2024
82024
Ema Puljak, Michele Grossi, Maurizio Pierini, Sofia Vallecorsa, Francesco Tacchino, Panagiotis Barkoutsos, and Ivano Tavernelli. Unravelling physics beyond the standard model …
J Schuhmacher, L Boggia, V Belis
arXiv preprint arXiv 2301, 2023
42023
Provable advantages of kernel-based quantum learners and quantum preprocessing based on Grover's algorithm
T Muser, E Zapusek, V Belis, F Reiter
arXiv preprint arXiv:2309.14406, 2023
32023
Guided Quantum Compression for Higgs Identification
V Belis, P Odagiu, M Grossi, F Reiter, G Dissertori, S Vallecorsa
arXiv preprint arXiv:2402.09524, 2024
2024
Compression and dimensionality reduction techniques for Quantum Machnine Learning applications in High Energy Physics
P Barkoutsos, DP Odagiu, V Belis, L Schulze, C Reissel, ...
APS March Meeting Abstracts 2022, S37. 011, 2022
2022
Quantum Classifier Hybrids with Advanced Data Compression Methods for Higgs Identification on Noisy Simulations
V Belis
20th International Workshop on Advanced Computing and Analysis Techniques in …, 2021
2021
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Articles 1–9