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Leonardo Banchi
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2020 – today
- 2024
- [i12]Giuseppe Montalbano, Leonardo Banchi:
Quantum Adversarial Learning for Kernel Methods. CoRR abs/2404.05824 (2024) - [i11]Mehran Khosrojerdi, Jason Luke Pereira, Alessandro Cuccoli, Leonardo Banchi:
Learning to Classify Quantum Phases of Matter with a Few Measurements. CoRR abs/2409.05188 (2024) - [i10]Leonardo Banchi, Jason Luke Pereira, Marco Zamboni:
Few measurement shots challenge generalization in learning to classify entanglement. CoRR abs/2411.06600 (2024) - 2023
- [j4]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): 45038 (2023) - [c2]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: 175-180 - [i9]Ivana Nikoloska, Osvaldo Simeone, Leonardo Banchi, Petar Velickovic:
Time-Warping Invariant Quantum Recurrent Neural Networks via Quantum-Classical Adaptive Gating. CoRR abs/2301.08173 (2023) - [i8]Leonardo Banchi, Jason Luke Pereira, Sharu Theresa Jose, Osvaldo Simeone:
Statistical Complexity of Quantum Learning. CoRR abs/2309.11617 (2023) - [i7]Leonardo Banchi:
Accuracy vs Memory Advantage in the Quantum Simulation of Stochastic Processes. CoRR abs/2312.13473 (2023) - 2022
- [j3]Leonardo Banchi
Robust quantum classifiers via NISQ adversarial learning. Nat. Comput. Sci. 2(11): 699-700 (2022) - [i6]Hari Hara Suthan Chittoor, Osvaldo Simeone, Leonardo Banchi, Stefano Pirandola:
Online Convex Optimization of Programmable Quantum Computers to Simulate Time-Varying Quantum Channels. CoRR abs/2212.05145 (2022) - 2021
- [j2]Leonardo Banchi
Measuring Analytic Gradients of General Quantum Evolution with the Stochastic Parameter Shift Rule. Quantum 5: 386 (2021) - [i5]Leonardo Banchi, Jason Luke Pereira, Stefano Pirandola:
Generalization in Quantum Machine Learning: a Quantum Information Perspective. CoRR abs/2102.08991 (2021) - 2020
- [i4]Leonardo Banchi, Quntao Zhuang, Stefano Pirandola:
Quantum-enhanced barcode decoding and pattern recognition. CoRR abs/2010.03594 (2020) - [i3]Cillian Harney, Leonardo Banchi, Stefano Pirandola:
Ultimate Limits of Thermal Imaging. CoRR abs/2010.10855 (2020)
2010 – 2019
- 2019
- [j1]Mateusz Ostaszewski
Approximation of quantum control correction scheme using deep neural networks. Quantum Inf. Process. 18(5): 126 (2019) - 2018
- [i2]Mateusz Ostaszewski, Jaroslaw Adam Miszczak, Przemyslaw Sadowski, Leonardo Banchi:
Approximation of quantum control correction scheme using deep neural networks. CoRR abs/1803.05193 (2018) - 2016
- [c1]Leonardo Banchi, Nicola Pancotti, Sougato Bose:
Supervised quantum gate "teaching" for quantum hardware design. ESANN 2016 - [i1]Leonardo Banchi, Nicola Pancotti, Sougato Bose:
Supervised quantum gate "teaching" for quantum hardware design. CoRR abs/1607.06146 (2016)
Coauthor Index
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