On Exact Computation with an Infinitely Wide
Neural Net
Sanjeev Arora Simon S. Du Wei Hu§ Zhiyuan Li
Ruslan Salakhutdinovk Ruosong Wang
Abstract
How well does a classic deep net architecture like AlexNet or VGG19 classify on a
standard dataset such as CIFAR-10 when its “width”— namely, number of channels
in convolutional layers, and number of nodes in fully-connected internal layers —
...


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