Learning Theory

Machine Learning — A Journey to Deep Learning（2021）

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摘要

What is learning theory? • Grew from theoretical CS community • Emphasizes formal results on – Amount of data needed – Efficiency of algorithm WRT time/data • Separate community from " practical learning " • COLT (computational learning theory conference) • Practical and theoretical influencing each other (Who'd have thought??? ☺)

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