Deep learning: a statistical viewpoint

<jats:p>The remarkable practical success of deep learning has revealed some major surprises from a theoretical perspective. In particular, simple gradient methods easily find near-optimal solutions to non-convex optimization problems, and despite giving a near-perfect fit to training data with...

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Bibliographic Details
Main Authors: Bartlett, Peter L (Author), Montanari, Andrea (Author), Rakhlin, Alexander (Author)
Format: Article
Language:English
Published: Cambridge University Press (CUP), 2021-12-03T16:28:58Z.
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