Leonardo Banchi

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 16

Top Topics

Stochastic Processes

Pattern Recognition

Hardware Design

Top Venues

Mach. Learn. Sci. Technol.

Publications

Giuseppe Montalbano, Leonardo Banchi
Quantum Adversarial Learning for Kernel Methods. CoRR (2024)
Ivana Nikoloska, Osvaldo Simeone, Leonardo Banchi, Petar Velickovic
Time-warping invariant quantum recurrent neural networks via quantum-classical adaptive gating. Mach. Learn. Sci. Technol. 4 (4) (2023)
Hari Hara Suthan Chittoor, Osvaldo Simeone, Leonardo Banchi, Stefano Pirandola
Online Convex Optimization of Programmable Quantum Computers to Simulate Time-Varying Quantum Channels. ITW (2023)
Ivana Nikoloska, Osvaldo Simeone, Leonardo Banchi, Petar Velickovic
Time-Warping Invariant Quantum Recurrent Neural Networks via Quantum-Classical Adaptive Gating. CoRR (2023)
Leonardo Banchi
Accuracy vs Memory Advantage in the Quantum Simulation of Stochastic Processes. CoRR (2023)
Leonardo Banchi, Jason Luke Pereira, Sharu Theresa Jose, Osvaldo Simeone
Statistical Complexity of Quantum Learning. CoRR (2023)
Hari Hara Suthan Chittoor, Osvaldo Simeone, Leonardo Banchi, Stefano Pirandola
Online Convex Optimization of Programmable Quantum Computers to Simulate Time-Varying Quantum Channels. CoRR (2022)
Leonardo Banchi
Robust quantum classifiers via NISQ adversarial learning. Nat. Comput. Sci. 2 (11) (2022)
Leonardo Banchi, Jason Pereira, Stefano Pirandola
Generalization in Quantum Machine Learning: a Quantum Information Perspective. CoRR (2021)
Leonardo Banchi, Gavin E. Crooks
Measuring Analytic Gradients of General Quantum Evolution with the Stochastic Parameter Shift Rule. Quantum 5 (2021)
Leonardo Banchi, Quntao Zhuang, Stefano Pirandola
Quantum-enhanced barcode decoding and pattern recognition. CoRR (2020)
Cillian Harney, Leonardo Banchi, Stefano Pirandola
Ultimate Limits of Thermal Imaging. CoRR (2020)
Mateusz Ostaszewski, J. A. Miszczak, Leonardo Banchi, Przemyslaw Sadowski
Approximation of quantum control correction scheme using deep neural networks. Quantum Inf. Process. 18 (5) (2019)
Mateusz Ostaszewski, Jaroslaw Adam Miszczak, Przemyslaw Sadowski, Leonardo Banchi
Approximation of quantum control correction scheme using deep neural networks. CoRR (2018)
Leonardo Banchi, Nicola Pancotti, Sougato Bose
Supervised quantum gate "teaching" for quantum hardware design. ESANN (2016)
Leonardo Banchi, Nicola Pancotti, Sougato Bose
Supervised quantum gate "teaching" for quantum hardware design. CoRR (2016)