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20172023
most citedSpectra of the Conjugate Kernel and Neural Tangent Kernel for linear-width neural networks

17 citations · 26 across the 8 of their papers we have counts for

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2 papers · 1 filter

math.ST2022★ 2 cited

Overparameterized random feature regression with nearly orthogonal data

Zhichao Wang, Yizhe Zhu

We investigate the properties of random feature ridge regression (RFRR) given by a two-layer neural network with random Gaussian initialization. We study the non-asymptotic behavio…

math.ST2021★ 1 cited

Deformed semicircle law and concentration of nonlinear random matrices for ultra-wide neural networks

Zhichao Wang, Yizhe Zhu

In this paper, we investigate a two-layer fully connected neural network of the form , where $X\in\mathbb{R}^{d_0\tim…