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20132026
most citedThe Convergence Rate of Neural Networks for Learned Functions of Different Frequencies

116 citations · 543 across the 40 of their papers we have counts for

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cs.LG2023

Controlling the Inductive Bias of Wide Neural Networks by Modifying the Kernel's Spectrum

Amnon Geifman, Daniel Barzilai, Ronen Basri +1

Wide neural networks are biased towards learning certain functions, influencing both the rate of convergence of gradient descent (GD) and the functions that are reachable with GD i…