Leonardo Banchi

According to our database, Leonardo Banchi authored at least 17 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Supervised Quantum Image Processing.

Marco Parigi, Mehran Khosrojerdi, Filippo Caruso, Leonardo Banchi

CoRR, July, 2025

Quantum adversarial learning for kernel methods.

Giuseppe Montalbano, Leonardo Banchi

Quantum Mach. Intell., June, 2025

Quantum computing and artificial intelligence: status and perspectives.

Giovanni Acampora, Andris Ambainis, Natalia Ares, Leonardo Banchi, Pallavi Bhardwaj, Daniele Binosi, G. Andrew D. Briggs, Tommaso Calarco, Vedran Dunjko, Jens Eisert, Olivier Ezratty, Paul Erker, Federico Fedele, Elies Gil-Fuster, Martin Gärttner, Mats Granath, Markus Heyl, Iordanis Kerenidis, Matthias Klusch, Anton Frisk Kockum, Richard Kueng, Mario Krenn, Jörg Lässig, Antonio Macaluso, Sabrina Maniscalco, Florian Marquardt, Kristel Michielsen, Gorka Muñoz-Gil, Daniel Müssig, Hendrik Poulsen Nautrup, Evert P. L. van Nieuwenburg, Roman Orus, Jörg Schmiedmayer, Markus Schmitt, Philipp Slusallek, Filippo Vicentini, Christof Weitenberg, Frank K. Wilhelm

CoRR, May, 2025

2024

Few measurement shots challenge generalization in learning to classify entanglement.

Leonardo Banchi, Jason Luke Pereira, Marco Zamboni

CoRR, 2024

Learning to Classify Quantum Phases of Matter with a Few Measurements.

Mehran Khosrojerdi, Jason Luke Pereira, Alessandro Cuccoli, Leonardo Banchi

CoRR, 2024

2023

Time-warping invariant quantum recurrent neural networks via quantum-classical adaptive gating.

Ivana Nikoloska, Osvaldo Simeone, Leonardo Banchi, Petar Velickovic

Mach. Learn. Sci. Technol., December, 2023

Accuracy vs Memory Advantage in the Quantum Simulation of Stochastic Processes.

Leonardo Banchi

CoRR, 2023

Statistical Complexity of Quantum Learning.

Leonardo Banchi, Jason Luke Pereira, Sharu Theresa Jose, Osvaldo Simeone

CoRR, 2023

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

Hari Hara Suthan Chittoor, Osvaldo Simeone, Leonardo Banchi, Stefano Pirandola

Proceedings of the IEEE Information Theory Workshop, 2023

2022

Robust quantum classifiers via NISQ adversarial learning.

Leonardo Banchi

Nat. Comput. Sci., 2022

2021

Measuring Analytic Gradients of General Quantum Evolution with the Stochastic Parameter Shift Rule.

Leonardo Banchi, Gavin E. Crooks

Quantum, 2021

Generalization in Quantum Machine Learning: a Quantum Information Perspective.

Leonardo Banchi, Jason Luke Pereira, Stefano Pirandola

CoRR, 2021

2020

Ultimate Limits of Thermal Imaging.

Cillian Harney, Leonardo Banchi, Stefano Pirandola

CoRR, 2020

Quantum-enhanced barcode decoding and pattern recognition.

Leonardo Banchi, Quntao Zhuang, Stefano Pirandola

CoRR, 2020

2019

Approximation of quantum control correction scheme using deep neural networks.

Mateusz Ostaszewski, J. A. Miszczak, Leonardo Banchi, Przemyslaw Sadowski

Quantum Inf. Process., 2019

2017

Quantum gates between distant qubits via spin-independent scattering.

Leonardo Banchi, Enrico Compagno, Vladimir E. Korepin, Sougato Bose

Quantum, 2017

2016

Supervised quantum gate "teaching" for quantum hardware design.

Leonardo Banchi, Nicola Pancotti, Sougato Bose

Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016