DarwinML: A Graph-based Evolutionary Algorithm for Automated Machine Learning

As an emerging field, Automated Machine Learning (AutoML) aims to reduce or eliminate manual operations that require expertise in machine learning. In this paper, a graph-based architecture is employed to represent flexible combinations of ML models, which provides a large searching space compared t...

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Hauptverfasser:	Qi, Fei, Xia, Zhaohui, Tang, Gaoyang, Yang, Hang, Song, Yu, Qian, Guangrui, An, Xiong, Lin, Chunhuan, Shi, Guangming
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning Computer Science - Neural and Evolutionary Computing Statistics - Machine Learning
Online-Zugang:	Volltext bestellen
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