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A random matrix analysis of random Fourier features: beyond the Gaussian kernel, a precise phase transition, and the corresponding double descent.
Zhenyu Liao
Romain Couillet
Michael W. Mahoney
Published in:
NeurIPS (2020)
Keyphrases
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phase transition
randomly generated
random instances
gaussian kernel
random constraint satisfaction problems
constraint satisfaction
feature vectors
feature set
neural network
learning algorithm
image analysis