Massimiliano Incudini

According to our database, Massimiliano Incudini authored at least 11 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Resource saving via ensemble techniques for quantum neural networks.

Massimiliano Incudini, Michele Grossi, Andrea Ceschini, Antonio Mandarino, Massimo Panella, Sofia Vallecorsa, David Windridge

Quantum Mach. Intell., December, 2023

Quantum Advantage Seeker with Kernels (QuASK): a software framework to speed up the research in quantum machine learning.

Francesco Di Marcantonio, Massimiliano Incudini, Davide Tezza, Michele Grossi

Quantum Mach. Intell., June, 2023

The maximum-likelihood quantum amplitude estimation algorithm provides the best tradeoff between accuracy and circuit depth among quantum solutions for integral estimation.

Marco Maronese, Massimiliano Incudini, Luca Asproni, Enrico Prati

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2023

Higher-Order Topological Kernels via Quantum Computation.

Massimiliano Incudini, Francesco Martini, Alessandra Di Pierro

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2023

2022

Computing graph edit distance on quantum devices.

Massimiliano Incudini, Fabio Tarocco, Riccardo Mengoni, Alessandra Di Pierro, Antonio Mandarino

Quantum Mach. Intell., 2022

The Quantum Path Kernel: a Generalized Quantum Neural Tangent Kernel for Deep Quantum Machine Learning.

Massimiliano Incudini, Michele Grossi, Antonio Mandarino, Sofia Vallecorsa, Alessandra Di Pierro, David Windridge

CoRR, 2022

Structure Learning of Quantum Embeddings.

Massimiliano Incudini, Francesco Martini, Alessandra Di Pierro

CoRR, 2022

QuASK - Quantum Advantage Seeker with Kernels.

Francesco Di Marcantonio, Massimiliano Incudini, Davide Tezza, Michele Grossi

CoRR, 2022

2021

Facial expression recognition on a quantum computer.

Riccardo Mengoni, Massimiliano Incudini, Alessandra Di Pierro

Quantum Mach. Intell., 2021

Benchmarking Small-Scale Quantum Devices on Computing Graph Edit Distance.

Massimiliano Incudini, Fabio Tarocco, Riccardo Mengoni, Alessandra Di Pierro, Antonio Mandarino

CoRR, 2021

Quantum Machine Learning and Fraud Detection.

Alessandra Di Pierro, Massimiliano Incudini

Proceedings of the Protocols, Strands, and Logic, 2021