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20182026
most citedNeural Tangent Kernel Beyond the Infinite-Width Limit: Effects of Depth and Initialization

5 citations · 7 across the 7 of their papers we have counts for

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cs.LG2020★ 2 cited

Analyzing Finite Neural Networks: Can We Trust Neural Tangent Kernel Theory?

Mariia Seleznova, Gitta Kutyniok

Neural Tangent Kernel (NTK) theory is widely used to study the dynamics of infinitely-wide deep neural networks (DNNs) under gradient descent. But do the results for infinitely-wid…