Analytical bounds on the local Lipschitz constants of affine-ReLU functions.

Trevor Avant Kristi A. Morgansen

Published in: CoRR (2020)

Keyphrases

function classes
vc dimension
lower bound
data dependent
special case
genetic algorithm
affine transformation
generalization bounds
worst case
upper bound
kernel function
affine invariant
image registration
lower and upper bounds
hilbert space
tight bounds
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