activity
20162022
most citedQuantum State Discrimination for Supervised Classification

7 citations · 7 across the 5 of their papers we have counts for

collaborators

16 papers

cs.LG2022

Recognizing Concepts and Recognizing Musical Themes. A Quantum Semantic Analysis

Maria Luisa Dalla Chiara, Roberto Giuntini, Eleonora Negri +1

How are abstract concepts and musical themes recognized on the basis of some previous experience? It is interesting to compare the different behaviors of human and of artificial in…

quant-ph20217 cited

Quantum State Discrimination for Supervised Classification

Roberto Giuntini, Hector Freytes, Daniel K. Park +4

In this paper we investigate the connection between quantum information theory and machine learning. In particular, we show how quantum state discrimination can represent a useful…

quant-ph2020

Generalized coherence vector applied to coherence transformations and quantifiers

G. M. Bosyk, M. Losada, C. Massri +2

One of the main problems in any quantum resource theory is the characterization of the conversions between resources by means of the free operations of the theory. In this work, we…

quant-ph2019

Holistic type extension for classical propositional logic in quantum computation

H. Freytes, R. Giuntini, G. Sergioli

A holistic extension of classical propositional logic is introduced in the framework of quantum computation with mixed states. The concepts of tautology and contradiction are inves…

quant-ph2019

Quantum Probability: a reliable tool for an agent or a reliable source of reality?

Christian de Ronde, Hector Freytes, Giuseppe Sergioli

In this paper we attempt to analyze the concept of quantum probability within quantum computation and quantum computational logic. While the subjectivist interpretation of quantum…

quant-ph2019

Optimal common resource in majorization-based resource theories

G. M. Bosyk, G. Bellomo, F. Holik +2

We address the problem of finding the optimal common resource for an arbitrary family of target states in quantum resource theories based on majorization, that is, theories whose c…