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Leonardo Banchi

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Accuracy vs Memory Advantage in the Quantum Simulation of Stochastic Processes

Dec 20, 2023
Leonardo Banchi

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Statistical Complexity of Quantum Learning

Sep 20, 2023
Leonardo Banchi, Jason Luke Pereira, Sharu Theresa Jose, Osvaldo Simeone

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Time-Warping Invariant Quantum Recurrent Neural Networks via Quantum-Classical Adaptive Gating

Jan 20, 2023
Ivana Nikoloska, Osvaldo Simeone, Leonardo Banchi, Petar Veličković

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Online Convex Optimization of Programmable Quantum Computers to Simulate Time-Varying Quantum Channels

Dec 09, 2022
Hari Hara Suthan Chittoor, Osvaldo Simeone, Leonardo Banchi, Stefano Pirandola

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Generalization in Quantum Machine Learning: a Quantum Information Perspective

Feb 17, 2021
Leonardo Banchi, Jason Pereira, Stefano Pirandola

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Ultimate Limits of Thermal Imaging

Oct 21, 2020
Cillian Harney, Leonardo Banchi, Stefano Pirandola

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Quantum-enhanced barcode decoding and pattern recognition

Oct 07, 2020
Leonardo Banchi, Quntao Zhuang, Stefano Pirandola

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Noise-Assisted Variational Hybrid Quantum-Classical Optimization

Dec 13, 2019
Laura Gentini, Alessandro Cuccoli, Stefano Pirandola, Paola Verrucchi, Leonardo Banchi

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Supervised quantum gate "teaching" for quantum hardware design

Jul 20, 2016
Leonardo Banchi, Nicola Pancotti, Sougato Bose

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