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Help me understand the neural tangent kernel in a practical sense
Jan. 1, 2022, 6:08 p.m. | /u/FlyingQuokka
Deep Learning www.reddit.com
So I couldn't follow the math too well from Jacot's 2018 paper, but from reading what I could and this blog post (or, what I could follow of it), I understood the following about the NTK (please correct me where I'm wrong):
- The fundamental principle is that as the width of a feedforward network tends to infinity, the model becomes equivalent to a linear model under a kernel called the NTK.
- This kernel is dependent on the parameters and therefore …
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