Chained generalisation bounds.

Eugenio Clerico Amitis Shidani George Deligiannidis Arnaud Doucet

Published in: COLT (2022)

Keyphrases

lower bound
upper bound
upper and lower bounds
lower and upper bounds
error bounds
generalization error bounds
worst case
tight bounds
data sets
digital libraries
neural network
video sequences
image sequences
decision trees
vc dimension
real world
large deviations
distribution free
rates of convergence
pac bayesian