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11/15/2022
Characterizing the Spectrum of the NTK via a Power Series Expansion
Under mild conditions on the network initialization we derive a power se...
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12/21/2020
Tight Bounds on the Smallest Eigenvalue of the Neural Tangent Kernel for Deep ReLU Networks
A recent line of work has analyzed the theoretical properties of deep ne...
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03/15/2020
Wasserstein Distance to Independence Models
An independence model for discrete random variables is a Segre-Veronese ...
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09/25/2019
