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Stefano Mangini
Stefano Mangini
Algorithmiq, University of Helsinki
Verified email at algorithmiq.fi - Homepage
Title
Cited by
Cited by
Year
Quantum computing models for artificial neural networks
S Mangini, F Tacchino, D Gerace, D Bajoni, C Macchiavello
EPL (Europhysics Letters) 134 (1), 10002, 2021
1302021
The dawn of quantum natural language processing
R Di Sipio, JH Huang, SYC Chen, S Mangini, M Worring
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
1042022
Variational Learning for Quantum Artificial Neural Networks
F Tacchino, S Mangini, PK Barkoutsos, C Macchiavello, D Gerace, ...
IEEE Transactions on Quantum Engineering 2 (3101110), 1-10, 2021
592021
Quantum computing model of an artificial neuron with continuously valued input data
S Mangini, F Tacchino, D Gerace, C Macchiavello, D Bajoni
Machine Learning: Science and Technology 1 (4), 045008, 2020
422020
Entanglement entropy production in quantum neural networks
M Ballarin, S Mangini, S Montangero, C Macchiavello, R Mengoni
Quantum 7, 1023, 2023
252023
Robustness of quantum reinforcement learning under hardware errors
A Skolik, S Mangini, T Bäck, C Macchiavello, V Dunjko
EPJ Quantum Technology 10 (1), 1-43, 2023
232023
Quantum neural network autoencoder and classifier applied to an industrial case study
S Mangini, A Marruzzo, M Piantanida, D Gerace, D Bajoni, ...
Quantum Machine Intelligence 4 (2), 13, 2022
222022
Qubit noise deconvolution
S Mangini, L Maccone, C Macchiavello
EPJ Quantum Technology 9 (1), 1-30, 2022
152022
Continuous variable quantum perceptron
F Benatti, S Mancini, S Mangini
International Journal of Quantum Information 17 (08), 1941009, 2019
102019
Quantum variational learning for entanglement witnessing
F Scala, S Mangini, C Macchiavello, D Bajoni, D Gerace
2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022
92022
Tensor network noise characterization for near-term quantum computers
S Mangini, M Cattaneo, D Cavalcanti, S Filippov, MAC Rossi, ...
Physical Review Research 6 (3), 033217, 2024
62024
Variational quantum algorithms for machine learning: theory and applications
S Mangini
arXiv preprint arXiv:2306.09984, 2023
52023
Machine Learning
S Mangini, F Tacchino, D Gerace, C Macchiavello, D Bajoni
Science and Technology 1 (045008), 2632-2153, 2020
42020
Quantum state reconstruction in a noisy environment via deep learning
AR Morgillo, S Mangini, M Piastra, C Macchiavello
Quantum Machine Intelligence 6 (2), 39, 2024
22024
Low-variance observable estimation with informationally-complete measurements and tensor networks
S Mangini, D Cavalcanti
arXiv preprint arXiv:2407.02923, 2024
22024
Quantum State Reconstruction in a Noisy Environment via Deep Learning
A Rosy Morgillo, S Mangini, M Piastra, C Macchiavello
arXiv e-prints, arXiv: 2309.11949, 2023
2023
Il Grande Macello
S Mangini
2020
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