Stefano Mangini

According to our database, Stefano Mangini authored at least 8 papers between 2020 and 2025.

Collaborative distances:

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

2025

TensorRL-QAS: Reinforcement learning with tensor networks for scalable quantum architecture search.

Akash Kundu, Stefano Mangini

CoRR, May, 2025

Low variance estimations of many observables with tensor networks and informationally-complete measurements.

Stefano Mangini, Daniel Cavalcanti

Quantum, 2025

2024

Quantum state reconstruction in a noisy environment via deep learning.

Angela Rosy Morgillo, Stefano Mangini, Marco Piastra, Chiara Macchiavello

Quantum Mach. Intell., December, 2024

2023

Entanglement entropy production in Quantum Neural Networks.

Marco Ballarin, Stefano Mangini, Simone Montangero, Chiara Macchiavello, Riccardo Mengoni

Quantum, May, 2023

2022

Quantum neural network autoencoder and classifier applied to an industrial case study.

Stefano Mangini, Alessia Marruzzo, Marco Piantanida, Dario Gerace, Daniele Bajoni, Chiara Macchiavello

Quantum Mach. Intell., 2022

Quantum variational learning for entanglement witnessing.

Francesco Scala, Stefano Mangini, Chiara Macchiavello, Daniele Bajoni, Dario Gerace

Proceedings of the International Joint Conference on Neural Networks, 2022

The Dawn of Quantum Natural Language Processing.

Riccardo Di Sipio, Jia-Hong Huang, Samuel Yen-Chi Chen, Stefano Mangini, Marcel Worring

Proceedings of the IEEE International Conference on Acoustics, 2022

2020

Quantum computing model of an artificial neuron with continuously valued input data.

Stefano Mangini, Francesco Tacchino, Dario Gerace, Chiara Macchiavello, Daniele Bajoni

Mach. Learn. Sci. Technol., 2020