Filippo Caruso

Orcid: 0000-0002-8366-4296

According to our database1, Filippo Caruso authored at least 19 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

2018
2019
2020
2021
2022
2023
2024
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Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
The role of data embedding in equivariant quantum convolutional neural networks.
Quantum Mach. Intell., December, 2024

Transfer learning with generative models for object detection on limited datasets.
Mach. Learn. Sci. Technol., 2024

Investigating layer-selective transfer learning of QAOA parameters for Max-Cut problem.
CoRR, 2024

Machine-learning based high-bandwidth magnetic sensing.
CoRR, 2024

Quantum AI for Alzheimer's disease early screening.
CoRR, 2024

Permutation-equivariant quantum convolutional neural networks.
CoRR, 2024

2023
Quantum pattern recognition on real quantum processing units.
Quantum Mach. Intell., 2023

Quantum-Noise-driven Generative Diffusion Models.
CoRR, 2023

Machine-learning based noise characterization and correction on neutral atoms NISQ devices.
CoRR, 2023

Deep learning enhanced noise spectroscopy of a spin qubit environment.
CoRR, 2023

2022
Noise fingerprints in quantum computers: Machine learning software tools.
Softw. Impacts, 2022

Quantum reinforcement learning: the maze problem.
Quantum Mach. Intell., 2022

Learning the noise fingerprint of quantum devices.
Quantum Mach. Intell., 2022

Experimental quantum pattern recognition in IBMQ and diamond NVs.
CoRR, 2022

2021
Topology identification of autonomous quantum dynamical networks.
CoRR, 2021

New Trends in Quantum Machine Learning.
CoRR, 2021

Machine learning approach for quantum non-Markovian noise classification.
CoRR, 2021

2020
Information flow and error scaling for fully-quantum control.
CoRR, 2020

2018
Advances in sequential measurement and control of open quantum systems.
CoRR, 2018


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