Perspective Chapter: Deep Learning Misconduct and How Conscious Learning Avoids It

“Deep learning” uses Post-Selection—selection of a model after training multiple models using data. The performance data of “Deep Learning” have been deceptively inflated due to two misconducts: 1: cheating in the absence of a test; 2: hiding bad-looking data. Through the same misconducts, a simple...

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Autor principal: Weng, Juyang
Formato: Capítulo de libro
Lenguaje:inglés
Publicado: IntechOpen 2023
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Acceso en línea:https://www.intechopen.com/chapters/88774
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