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20142022
most citedToward Deeper Understanding of Neural Networks: The Power of Initialization and a Dual View on Expressivity

187 citations · 529 across the 15 of their papers we have counts for

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Showing 2017Show all

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cs.LG2017★ 7 cited

Random Features for Compositional Kernels

Amit Daniely, Roy Frostig, Vineet Gupta +1

We describe and analyze a simple random feature scheme (RFS) from prescribed compositional kernels. The compositional kernels we use are inspired by the structure of convolutional…