From Knowledge Transmission to Knowledge Construction: A Step towards Human-Like Active Learning

Machines usually employ a guess-and-check strategy to analyze data: they take the data, make a guess, check the answer, adjust it with regard to the correct one if necessary, and try again on a new data set. An active learning environment guarantees better performance while training on less, but car...

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Bibliographic Details
Main Authors: Ilona Kulikovskikh, Tomislav Lipic, Tomislav Šmuc
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/22/8/906

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