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Reality Only Happens Once: Single-Path Generalization Bounds for Transformers.
Yannick Limmer
Anastasis Kratsios
Xuwei Yang
Raeid Saqur
Blanka Horvath
Published in:
CoRR (2024)
Keyphrases
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generalization bounds
data dependent
learning theory
convex combinations
ranking algorithm
generalization ability
vc dimension
statistical learning theory
search engine
upper bound
model selection
real valued
linear classifiers
kernel machines