Filippo Caruso

31 papers Journal 30Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	From AI security to ethical AI security: a comparative risk-mitigation framework for classical and hybrid AI governance. AI Ethics Ludovica Ilari, Simona Tiribelli, Filippo Caruso
2025	—	`conf`	Efficient Learning of Arbitrary Single-Copy Quantum States. qCCL Shibdas Roy, Filippo Caruso, Srushti Patil, Anumita Mukhopadhyay
2025	J	`jnl`	Hamiltonian Expressibility for Ansatz Selection in Variational Quantum Algorithms. CoRR Filippo Brozzi, Gloria Turati, Maurizio Ferrari Dacrema, Filippo Caruso, Paolo Cremonesi
2025	J	`jnl`	Machine-learning based high-bandwidth magnetic sensing. Mach. Learn. Sci. Technol. Galya Haim, Stefano Martina, John Howell, Nir Bar-Gill, Filippo Caruso
2025	J	`jnl`	Physics-inspired Generative AI models via real hardware-based noisy quantum diffusion. CoRR Marco Parigi, Stefano Martina, Francesco Aldo Venturelli, Filippo Caruso
2025	J	`jnl`	Quantum AI for Alzheimer's disease early screening. Neurocomputing Giacomo Cappiello, Filippo Caruso
2025	J	`jnl`	Supervised Quantum Image Processing. CoRR Marco Parigi, Mehran Khosrojerdi, Filippo Caruso, Leonardo Banchi
2024	J	`jnl`	Investigating layer-selective transfer learning of QAOA parameters for Max-Cut problem. CoRR Francesco Aldo Venturelli, Sreetama Das, Filippo Caruso
2024	J	`jnl`	Machine-learning based high-bandwidth magnetic sensing. CoRR Galya Haim, Stefano Martina, John Howell, Nir Bar-Gill, Filippo Caruso
2024	J	`jnl`	Permutation-equivariant quantum convolutional neural networks. CoRR Sreetama Das, Filippo Caruso
2024	J	`jnl`	Quantum AI for Alzheimer's disease early screening. CoRR Giacomo Cappiello, Filippo Caruso
2024	J	`jnl`	The role of data embedding in equivariant quantum convolutional neural networks. Quantum Mach. Intell. Sreetama Das, Stefano Martina, Filippo Caruso
2024	J	`jnl`	Transfer learning with generative models for object detection on limited datasets. CoRR Matteo Paiano, Stefano Martina, Carlotta Giannelli, Filippo Caruso
2024	J	`jnl`	Transfer learning with generative models for object detection on limited datasets. Mach. Learn. Sci. Technol. Matteo Paiano, Stefano Martina, Carlotta Giannelli, Filippo Caruso
2023	J	`jnl`	Deep learning enhanced noise spectroscopy of a spin qubit environment. CoRR Stefano Martina, Santiago Hernández-Gómez, Stefano Gherardini, Filippo Caruso, Nicole Fabbri
2023	J	`jnl`	Deep learning enhanced noise spectroscopy of a spin qubit environment. Mach. Learn. Sci. Technol. Stefano Martina, Santiago Hernández-Gómez, Stefano Gherardini, Filippo Caruso, Nicole Fabbri
2023	J	`jnl`	Machine-learning based noise characterization and correction on neutral atoms NISQ devices. CoRR Ettore Canonici, Stefano Martina, Riccardo Mengoni, Daniele Ottaviani, Filippo Caruso
2023	J	`jnl`	Quantum pattern recognition on real quantum processing units. Quantum Mach. Intell. Sreetama Das, Jingfu Zhang, Stefano Martina, Dieter Suter, Filippo Caruso
2023	J	`jnl`	Quantum-Noise-driven Generative Diffusion Models. CoRR Marco Parigi, Stefano Martina, Filippo Caruso
2023	J	`jnl`	The role of data embedding in equivariant quantum convolutional neural networks. CoRR Sreetama Das, Stefano Martina, Filippo Caruso
2022	J	`jnl`	Experimental quantum pattern recognition in IBMQ and diamond NVs. CoRR Sreetama Das, Jingfu Zhang, Stefano Martina, Dieter Suter, Filippo Caruso
2022	J	`jnl`	Learning the noise fingerprint of quantum devices. Quantum Mach. Intell. Stefano Martina, Lorenzo Buffoni, Stefano Gherardini, Filippo Caruso
2022	J	`jnl`	Noise fingerprints in quantum computers: Machine learning software tools. CoRR Stefano Martina, Stefano Gherardini, Lorenzo Buffoni, Filippo Caruso
2022	J	`jnl`	Noise fingerprints in quantum computers: Machine learning software tools. Softw. Impacts Stefano Martina, Stefano Gherardini, Lorenzo Buffoni, Filippo Caruso
2022	J	`jnl`	Quantum reinforcement learning: the maze problem. Quantum Mach. Intell. Nicola Dalla Pozza, Lorenzo Buffoni, Stefano Martina, Filippo Caruso
2021	J	`jnl`	Learning the noise fingerprint of quantum devices. CoRR Stefano Martina, Lorenzo Buffoni, Stefano Gherardini, Filippo Caruso
2021	J	`jnl`	Machine learning approach for quantum non-Markovian noise classification. CoRR Stefano Martina, Stefano Gherardini, Filippo Caruso
2021	J	`jnl`	New Trends in Quantum Machine Learning. CoRR Lorenzo Buffoni, Filippo Caruso
2021	J	`jnl`	Topology identification of autonomous quantum dynamical networks. CoRR Stefano Gherardini, Henk J. van Waarde, Pietro Tesi, Filippo Caruso
2020	J	`jnl`	Information flow and error scaling for fully-quantum control. CoRR Stefano Gherardini, Matthias M. Müller, Simone Montangero, Tommaso Calarco, Filippo Caruso
2018	J	`jnl`	Advances in sequential measurement and control of open quantum systems. CoRR Stefano Gherardini, Andrea Smirne, Matthias M. Müller, Filippo Caruso