Sequence Length Independent Norm-Based Generalization Bounds for Transformers.

Jacob Trauger Ambuj Tewari

Published in: AISTATS (2024)

Keyphrases

generalization bounds
data dependent
learning theory
generalization ability
model selection
ranking algorithm
convex combinations
learning problems
statistical learning theory
neural network
linear classifiers
vc dimension
learning algorithm
support vector
special case
web search