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2020 – today
- 2023
[j4]Francesco Di Marcantonio
, Massimiliano Incudini, Davide Tezza, Michele Grossi:
Quantum Advantage Seeker with Kernels (QuASK): a software framework to speed up the research in quantum machine learning. Quantum Mach. Intell. 5(1): 1-11 (2023)- [j3]Massimiliano Incudini, Michele Grossi, Andrea Ceschini, Antonio Mandarino, Massimo Panella, Sofia Vallecorsa, David Windridge:
Resource saving via ensemble techniques for quantum neural networks. Quantum Mach. Intell. 5(2): 1-24 (2023) - [c3]Marco Maronese, Massimiliano Incudini, Luca Asproni, Enrico Prati:
The maximum-likelihood quantum amplitude estimation algorithm provides the best tradeoff between accuracy and circuit depth among quantum solutions for integral estimation. QCE 2023: 554-559 - [c2]Massimiliano Incudini, Francesco Martini, Alessandra Di Pierro:
Higher-Order Topological Kernels via Quantum Computation. QCE 2023: 621-629 - [i6]Massimiliano Incudini, Francesco Martini, Alessandra Di Pierro:
Higher-order topological kernels via quantum computation. CoRR abs/2307.07383 (2023) - 2022
- [j2]Massimiliano Incudini, Fabio Tarocco, Riccardo Mengoni, Alessandra Di Pierro, Antonio Mandarino:
Computing graph edit distance on quantum devices. Quantum Mach. Intell. 4(2): 1-21 (2022) - [i5]Francesco Di Marcantonio, Massimiliano Incudini, Davide Tezza, Michele Grossi:
QuASK - Quantum Advantage Seeker with Kernels. CoRR abs/2206.15284 (2022) - [i4]Massimiliano Incudini, Francesco Martini, Alessandra Di Pierro:
Structure Learning of Quantum Embeddings. CoRR abs/2209.11144 (2022) - [i3]Massimiliano Incudini, Michele Grossi, Antonio Mandarino, Sofia Vallecorsa, Alessandra Di Pierro, David Windridge:
The Quantum Path Kernel: a Generalized Quantum Neural Tangent Kernel for Deep Quantum Machine Learning. CoRR abs/2212.11826 (2022) - 2021
- [j1]Riccardo Mengoni, Massimiliano Incudini, Alessandra Di Pierro:
Facial expression recognition on a quantum computer. Quantum Mach. Intell. 3(1): 1-11 (2021) - [c1]Alessandra Di Pierro, Massimiliano Incudini:
Quantum Machine Learning and Fraud Detection. Protocols, Strands, and Logic 2021: 139-155 - [i2]Riccardo Mengoni, Massimiliano Incudini, Alessandra Di Pierro:
Facial Expression Recognition on a Quantum Computer. CoRR abs/2102.04823 (2021) - [i1]Massimiliano Incudini, Fabio Tarocco, Riccardo Mengoni, Alessandra Di Pierro, Antonio Mandarino:
Benchmarking Small-Scale Quantum Devices on Computing Graph Edit Distance. CoRR abs/2111.10183 (2021)
Coauthor Index
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