Hyperparameter Optimization Using Sustainable Proof of Work in Blockchain

Hyperparameters are pivotal for machine learning models. The success of efficient calibration, often surpasses the results obtained by devising new approaches. Traditionally, human intervention is required to tune the models, however, this obtuse outlook restricts the proficiency and competence. Aut...

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Bibliographic Details
Main Authors: Anshul Mittal, Swati Aggarwal
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-05-01
Series:Frontiers in Blockchain
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fbloc.2020.00023/full