1 citations · 1 across the 6 of their papers we have counts for
6 papers
Hamiltonian Expressibility for Ansatz Selection in Variational Quantum Algorithms
Filippo Brozzi, Gloria Turati, Maurizio Ferrari Dacrema +2
In the context of Variational Quantum Algorithms (VQAs), selecting an appropriate ansatz is crucial for efficient problem-solving. Hamiltonian expressibility has been introduced as…
Analysis of Quantum Image Representations for Supervised Classification
Marco Parigi, Mehran Khosrojerdi, Filippo Caruso +1
In the era of big data and artificial intelligence, the increasing volume of data and the demand to solve more and more complex computational challenges are two driving forces for…
Privacy-preserving neutral atom-based quantum classifier towards real healthcare applications
Ettore Canonici, Filippo Caruso
Technological advances in Artificial Intelligence (AI) and Machine Learning (ML) for the healthcare domain are rapidly arising, with a growing discussion regarding the ethical mana…
QUBO-based SVM for credit card fraud detection on a real QPU
Ettore Canonici, Filippo Caruso
Among all the physical platforms for the realization of a Quantum Processing Unit (QPU), neutral atom devices are emerging as one of the main players. Their scalability, long coher…
Quantum AI for Alzheimer's disease early screening
Giacomo Cappiello, Filippo Caruso
Quantum machine learning is a new research field combining quantum information science and machine learning. Quantum computing technologies appear to be particularly well-suited fo…
Efficient learning of arbitrary single-copy quantum states
Shibdas Roy, Filippo Caruso, Srushti Patil +1
Quantum state tomography is the problem of estimating a given quantum state. Usually, it is required to run the quantum experiment - state preparation, state evolution, measurement…