Facial expression recognition on a quantum computer R Mengoni, M Incudini, A Di Pierro Quantum Machine Intelligence 3 (8), 1-11, 2021 | 17 | 2021 |
Quantum Advantage Seeker with Kernels (QuASK): a software framework to speed up the research in quantum machine learning F Di Marcantonio, M Incudini, D Tezza, M Grossi Quantum Machine Intelligence 5 (1), 20, 2023 | 15* | 2023 |
Quantum machine learning and fraud detection A Di Pierro, M Incudini Protocols, Strands, and Logic, 139-155, 2021 | 10 | 2021 |
Automatic and effective discovery of quantum kernels M Incudini, D Lizzio Bosco, F Martini, M Grossi, G Serra, A Di Pierro arXiv preprint arXiv:2209.11144, 2023 | 8* | 2023 |
Resource saving via ensemble techniques for quantum neural networks M Incudini, M Grossi, A Ceschini, A Mandarino, M Panella, S Vallecorsa, ... Quantum Machine Intelligence 5 (39), 2023 | 8 | 2023 |
The quantum path kernel: a generalized neural tangent kernel for deep quantum machine learning M Incudini, M Grossi, A Mandarino, S Vallecorsa, A Di Pierro, D Windridge IEEE Transactions on Quantum Engineering, 1-17, 2023 | 7* | 2023 |
Amplitude-assisted tagging of longitudinally polarised bosons using wide neural networks M Grossi, M Incudini, M Pellen, G Pelliccioli The European Physical Journal C 83 (8), 2023 | 4 | 2023 |
Computing graph edit distance with algorithms on quantum devices M Incudini, F Tarocco, R Mengoni, A Di Pierro, A Mandarino Quantum Machine Intelligence 4 (2), 1-24, 2022 | 4* | 2022 |
The maximum-likelihood quantum amplitude estimation algorithm provides the best tradeoff between accuracy and circuit depth among quantum solutions for integral estimation M Maronese, M Incudini, L Asproni, E Prati 2023 IEEE International Conference on Quantum Computing and Engineering (QCE …, 2023 | 3 | 2023 |
The Quantum Amplitude Estimation Algorithms on Near-Term Devices: A Practical Guide M Maronese, M Incudini, L Asproni, E Prati Quantum Reports 6 (1), 1-13, 2023 | 2 | 2023 |
Network medicine-based epistasis detection in complex diseases: ready for quantum computing M Hoffmann, JM Poschenrieder, M Incudini, S Baier, A Fritz, A Maier, ... Nucleic Acids Research 52 (17), 10144-10160, 2024 | 1 | 2024 |
Toward Useful Quantum Kernels M Incudini, F Martini, AD Pierro Advanced Quantum Technologies, 2300298, 2024 | 1 | 2024 |
Higher-order topological kernels via quantum computation M Incudini, F Martini, A Di Pierro 2023 IEEE International Conference on Quantum Computing and Engineering (QCE …, 2023 | 1 | 2023 |