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Filippo Caruso

2 papers indexed

arxivcs.LGquant-ph2026-07-02

Hybrid quantum-classical neural network for sentiment analysis

Giacomo Cappiello, Filippo Caruso, Xing Liang, Dimitrios Makris

Quantum machine learning has recently emerged as a promising paradigm that leverages the expressive power of quantum circuits to address complex learning tasks. In this work, we investigate the applicability of hybrid quantum-classical neural networks to sentiment analysis, a cen…

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arxivcs.LGquant-ph2026-06-25

Quantum Generative Diffusion Model for Real-World Time Series

Jack Waller, Filippo Caruso, Dimitrios Makris, Rajagopal Nilavalan, Xing Liang

Generative models have achieved remarkable success in data synthesis, though recent advances driven by increasing model scale have introduced challenges in computational cost and efficiency. Quantum machine learning offers a promising alternative, representing complex data distri…

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