Chiara Macchiavello

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 10

Top Topics

Quantum Computing

Nearest Neighbour

Top Venues

Quantum Mach. Intell.

Mach. Learn. Sci. Technol.

Publications

Angela Rosy Morgillo, Stefano Mangini, Marco Piastra, Chiara Macchiavello
Quantum state reconstruction in a noisy environment via deep learning. Quantum Mach. Intell. 6 (2) (2024)
Marco Ballarin, Stefano Mangini, Simone Montangero, Chiara Macchiavello, Riccardo Mengoni
Entanglement entropy production in Quantum Neural Networks. Quantum 7 (2023)
Giovanni Chesi, Chiara Macchiavello, Massimiliano F. Sacchi
Work Fluctuations in Ergotropic Heat Engines. Entropy 25 (11) (2023)
Stefano Mangini, Alessia Marruzzo, Marco Piantanida, Dario Gerace, Daniele Bajoni, Chiara Macchiavello
Quantum neural network autoencoder and classifier applied to an industrial case study. CoRR (2022)
Francesco Scala, Stefano Mangini, Chiara Macchiavello, Daniele Bajoni, Dario Gerace
Quantum variational learning for entanglement witnessing. IJCNN (2022)
Stefano Mangini, Alessia Marruzzo, Marco Piantanida, Dario Gerace, Daniele Bajoni, Chiara Macchiavello
Quantum neural network autoencoder and classifier applied to an industrial case study. Quantum Mach. Intell. 4 (2) (2022)
Francesco Tacchino, Panagiotis Kl. Barkoutsos, Chiara Macchiavello, Dario Gerace, Ivano Tavernelli, Daniele Bajoni
Variational learning for quantum artificial neural networks. QCE (2020)
Stefano Mangini, Francesco Tacchino, Dario Gerace, Chiara Macchiavello, Daniele Bajoni
Quantum computing model of an artificial neuron with continuously valued input data. Mach. Learn. Sci. Technol. 1 (4) (2020)
Daniele Bajoni, Dario Gerace, Chiara Macchiavello, Francesco Tacchino, Panagiotis Kl. Barkoutsos, Ivano Tavernelli
An quantum algorithm for feedforward neural networks tested on existing quantum hardware. ESANN (2020)
Chiara Macchiavello, Massimiliano F. Sacchi
Detection of Properties and Capacities of Quantum Channels. Open Syst. Inf. Dyn. 24 (4) (2017)
Richard Cleve, Artur Ekert, Leah Henderson, Chiara Macchiavello, Michele Mosca
On quantum algorithms. Complex. 4 (1) (1998)
Adriano Barenco, André Berthiaume, David Deutsch, Artur Ekert, Richard Jozsa, Chiara Macchiavello
Stabilization of Quantum Computations by Symmetrization. SIAM J. Comput. 26 (5) (1997)