42 citations · 49 across the 4 of their papers we have counts for
5 papers · 1 filter
Pareto-optimal quantum kernel selection for unsupervised anomaly detection on real malware beaconing data
Boaz Micah, Nadia Milazzo, Maissa Beji +8
Quantum kernel methods are leading candidates for a practical quantum advantage in machine learning, but assessing that potential requires two quantities usually reported separatel…
H-DES: a Quantum-Classical Hybrid Differential Equation Solver
Hamza Jaffali, Jonas Bastos de Araujo, Nadia Milazzo +6
In this article, we introduce an original hybrid quantum-classical algorithm based on a variational quantum algorithm for solving systems of differential equations. The algorithm r…
Principles of quantum functional testing
Nadia Milazzo, Olivier Giraud, Giovanni Gramegna +1
With increasing commercial availability of quantum information processing devices the need for testing them efficiently for their specified functionality will arise. Complete quant…
Truncated moment sequences and a solution to the channel separability problem
Nadia Milazzo, Daniel Braun, Olivier Giraud
We consider the problem of separability of quantum channels via the Choi matrix representation given by the Choi-Jamiołkowski isomorphism. We explore three classes of separability…
The role of information back-flow in the emergence of quantum Darwinism
Nadia Milazzo, Salvatore Lorenzo, Mauro Paternostro +1
Quantum Darwinism attempts to explain the emergence of objective reality of the state of a quantum system in terms of redundant information about the system acquired by independent…