Retrieving Quantum Information with Active Learning

Active learning is a machine learning method aiming at optimal design for model training. At variance with supervised learning, which labels all samples, active learning provides an improved model by labeling samples with maximal uncertainty according to the estimation model. Here, we propose the us...

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Veröffentlicht in:	Physical review letters 2020-04, Vol.124 (14), p.140504-140504, Article 140504
Hauptverfasser:	Ding, Yongcheng, Martín-Guerrero, José D, Sanz, Mikel, Magdalena-Benedicto, Rafael, Chen, Xi, Solano, Enrique
Format:	Artikel
Sprache:	eng
Schlagworte:	Active learning Data analysis Information retrieval Labeling Labels Machine learning Quantum phenomena
Online-Zugang:	Volltext
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