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Improved generalization bounds of group invariant / equivariant deep networks via quotient feature spaces.
Akiyoshi Sannai
Masaaki Imaizumi
Makoto Kawano
Published in:
UAI (2021)
Keyphrases
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generalization bounds
feature space
data dependent
learning theory
generalization ability
model selection
ranking algorithm
linear classifiers
high dimensional
training set
low dimensional
hyperplane
support vector machine
learning problems