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Retrieving Quantum Information with Active Learning

Ding, YC; Martin-Guerrero, JD; Sanz, M; Magdalena-Benedicto, R; Chen, X; Solano, E

Ding, YC; Chen, X; Solano, E (corresponding author), Shanghai Univ, Int Ctr Quantum Artificial Intelligence Sci & Tec, Shanghai 200444, Peoples R China.; Ding, YC; Chen, X; Solano, E (corresponding author), Shanghai Univ, Dept Phys, Shanghai 200444, Peoples R China.; Ding, YC; Chen, X; Solano, E (corresponding author), Univ Basque Country, Dept Phys Chem, UPV EHU, Apartado 644, Bilbao 48080, Spain.; Martin-Guerrero, JD (corresponding author), Univ Valencia, Elect Engn Dept, IDAL, Avinguda Univ S-N, E-46100 Valencia, Spain.; Solano, E (corresponding author), Ikerbasque, Basque Fdn Sci, Maria Diaz de Haro 3, Bilbao 48013, Spain.; Solano, E (corresponding author), IQM, Munich, Germany.

PHYSICAL REVIEW LETTERS, 2020; 124 (14):

Abstract

Active learning is a machine learning method aiming at optimal design for model training. At variance with supervised learning, which labels all sampl......

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