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PRE-NAS: Predictor-assisted Evolutionary Neural Architecture Search [article]

Yameng Peng, Andy Song, Vic Ciesielski, Haytham M. Fayek, Xiaojun Chang
2022 pre-print
We address this challenge by proposing a novel evolutionary-based NAS strategy, Predictor-assisted E-NAS (PRE-NAS), which can perform well even with an extremely small number of evaluated architectures  ...  Neural architecture search (NAS) aims to automate architecture engineering in neural networks.  ...  CONCLUSION In this paper, we proposed a predictor-assisted evolutionary search algorithm called PRE-NAS.  ... 
doi:10.1145/3512290.3528727 arXiv:2204.12726v1 fatcat:zu2sszbxa5evnbmkwb6czegk7a

AASLD Abstract (pp. 162A–266A)

2004 Hepatology  
*P<O.Ol compared with pre; NA (pglml); RBF (mllmin), RPP (mmHg).  ...  This may represent an evolutionary advantage.  ... 
doi:10.1002/hep.1840400507 fatcat:qpbtmnqfrjd7bf3jxjypw73oji