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20162026
most citedQuantum State Discrimination for Supervised Classification

7 citations · 7 across the 8 of their papers we have counts for

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quant-ph2026

Robust Pretty Good Measurement via Hybrid Classical-Quantum Pseudoinverse Approximation and Circuit-Level Realization

Bikash K. Behera, Andrés Camilo Granda Arango, Giuseppe Sergioli +1

Pretty Good Measurement (PGM) is a near-optimal strategy for quantum state discrimination, but its practical realization becomes unstable when the ensemble operator is singular or…

quant-ph2024

Distribution of Non-Locality On Quantum Random Circuits

Andrés Camilo Granda Arango, Federico Hernán Holik, Roberto Giuntini +2

In this work we explore how different types of resources are distributed among the states generated by quantum random circuits (QRC). We focus on multipartite non-locality, but we…

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…