Reconciling modern machine learning practice and the bias-variance trade-off

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Reconciling modern machine learning practice and the bias-variance trade-off

데이터분석뉴비 2019. 11. 17. 17:36

https://arxiv.org/abs/1812.11118?fbclid=IwAR1zZ2RuTEIeEFPiFGvfMiyt-esJlmQOfUe2-mHK5l0mkf-pQiLBlEINtdc

Reconciling modern machine learning practice and the bias-variance trade-off

Breakthroughs in machine learning are rapidly changing science and society, yet our fundamental understanding of this technology has lagged far behind. Indeed, one of the central tenets of the field, the bias-variance trade-off, appears to be at odds with

arxiv.org

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