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Edoardo Vecchi
Edoardo Vecchi
Post-doc, Institute of Computing, Università della Svizzera Italiana
Verified email at usi.ch
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Cited by
Year
eSPA: Scalable Entropy-Optimal Machine Learning Classification for Small Data Problems
E Vecchi, L Pospíšil, S Albrecht, TJ O'Kane, I Horenko
Neural Computation 34 (5), 1220-1255, 2022
112022
On cheap entropy-sparsified regression learning
I Horenko, E Vecchi, J Kardoš, A Wächter, O Schenk, TJ O’Kane, ...
Proceedings of the National Academy of Sciences 120 (1), e2214972120, 2023
72023
Entropic approximate learning for financial decision-making in the small data regime
E Vecchi, G Berra, S Albrecht, P Gagliardini, I Horenko
Research in International Business and Finance 65, 101958, 2023
32023
Low-Cost Probabilistic 3D Denoising with Applications for Ultra-Low-Radiation Computed Tomography
I Horenko, L Pospíšil, E Vecchi, S Albrecht, A Gerber, B Rehbock, A Stroh, ...
Journal of Imaging 8 (6), 156, 2022
32022
Structure-exploiting interior-point solver for high-dimensional entropy-sparsified regression learning
E Vecchi, J Kardoš, M Lechekhab, A Wächter, I Horenko, O Schenk
Journal of Computational Science 76, 102208, 2024
2024
Gauge-optimal approximate learning for small data classification problems
E Vecchi, D Bassetti, F Graziato, L Pospisil, I Horenko
arXiv preprint arXiv:2310.19066, 2023
2023
Spiking neural networks provide accurate, efficient and robust models for whisker stimulus classification and allow for inter-individual generalization
S Albrecht, JR Vandevelde, E Vecchi, G Berra, D Bassetti, MC Stuttgen, ...
bioRxiv, 2023.04. 19.537473, 2023
2023
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