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Found 2 papers, 1 papers with code
Transfer Learning for Nonparametric Regression: Non-asymptotic Minimax Analysis and Adaptive Procedure
Transfer learning for nonparametric regression is considered.
The Expressive Power of Neural Networks: A View from the Width
That is, there are classes of deep networks which cannot be realized by any shallow network whose size is no more than an exponential bound.
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