Leonardo Banchi

23 papers B 2Journal 21
YearRankTypeTitle / Venue / Authors
2025 J jnl
Quantum adversarial learning for kernel methods.
Quantum Mach. Intell.
Giuseppe Montalbano, Leonardo Banchi
2025 J jnl
Quantum computing and artificial intelligence: status and perspectives.
CoRR
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
2025 J jnl
Supervised Quantum Image Processing.
CoRR
Marco Parigi, Mehran Khosrojerdi, Filippo Caruso, Leonardo Banchi
2024 J jnl
Accuracy vs memory advantage in the quantum simulation of stochastic processes.
Mach. Learn. Sci. Technol.
Leonardo Banchi
2024 J jnl
Few measurement shots challenge generalization in learning to classify entanglement.
CoRR
Leonardo Banchi, Jason Luke Pereira, Marco Zamboni
2024 J jnl
Learning to Classify Quantum Phases of Matter with a Few Measurements.
CoRR
Mehran Khosrojerdi, Jason Luke Pereira, Alessandro Cuccoli, Leonardo Banchi
2024 J jnl
Quantum Adversarial Learning for Kernel Methods.
CoRR
Giuseppe Montalbano, Leonardo Banchi
2023 J jnl
Accuracy vs Memory Advantage in the Quantum Simulation of Stochastic Processes.
CoRR
Leonardo Banchi
2023 B conf
Online Convex Optimization of Programmable Quantum Computers to Simulate Time-Varying Quantum Channels.
ITW
Hari Hara Suthan Chittoor, Osvaldo Simeone, Leonardo Banchi, Stefano Pirandola
2023 J jnl
Statistical Complexity of Quantum Learning.
CoRR
Leonardo Banchi, Jason Luke Pereira, Sharu Theresa Jose, Osvaldo Simeone
2023 J jnl
Time-Warping Invariant Quantum Recurrent Neural Networks via Quantum-Classical Adaptive Gating.
CoRR
Ivana Nikoloska, Osvaldo Simeone, Leonardo Banchi, Petar Velickovic
2023 J jnl
Time-warping invariant quantum recurrent neural networks via quantum-classical adaptive gating.
Mach. Learn. Sci. Technol.
Ivana Nikoloska, Osvaldo Simeone, Leonardo Banchi, Petar Velickovic
2022 J jnl
Online Convex Optimization of Programmable Quantum Computers to Simulate Time-Varying Quantum Channels.
CoRR
Hari Hara Suthan Chittoor, Osvaldo Simeone, Leonardo Banchi, Stefano Pirandola
2022 J jnl
Robust quantum classifiers via NISQ adversarial learning.
Nat. Comput. Sci.
Leonardo Banchi
2021 J jnl
Generalization in Quantum Machine Learning: a Quantum Information Perspective.
CoRR
Leonardo Banchi, Jason Luke Pereira, Stefano Pirandola
2021 J jnl
Measuring Analytic Gradients of General Quantum Evolution with the Stochastic Parameter Shift Rule.
Quantum
Leonardo Banchi, Gavin E. Crooks
2020 J jnl
Quantum-enhanced barcode decoding and pattern recognition.
CoRR
Leonardo Banchi, Quntao Zhuang, Stefano Pirandola
2020 J jnl
Ultimate Limits of Thermal Imaging.
CoRR
Cillian Harney, Leonardo Banchi, Stefano Pirandola
2019 J jnl
Approximation of quantum control correction scheme using deep neural networks.
Quantum Inf. Process.
Mateusz Ostaszewski, J. A. Miszczak, Leonardo Banchi, Przemyslaw Sadowski
2018 J jnl
Approximation of quantum control correction scheme using deep neural networks.
CoRR
Mateusz Ostaszewski, Jaroslaw Adam Miszczak, Przemyslaw Sadowski, Leonardo Banchi
2017 J jnl
Quantum gates between distant qubits via spin-independent scattering.
Quantum
Leonardo Banchi, Enrico Compagno, Vladimir E. Korepin, Sougato Bose
2016 B conf
Supervised quantum gate "teaching" for quantum hardware design.
ESANN
Leonardo Banchi, Nicola Pancotti, Sougato Bose
2016 J jnl
Supervised quantum gate "teaching" for quantum hardware design.
CoRR
Leonardo Banchi, Nicola Pancotti, Sougato Bose