A monograph-length survey claiming deep learning theory can be told as one narrative, from approximation guarantees to emergence.
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From Approximation to Emergence: A Theory of Deep Learning
A monograph-length survey claiming deep learning theory can be told as one narrative, from approximation guarantees to emergence.