Data-dependent bounds on network gradient descent.

Avleen Singh Bijral Anand D. Sarwate Nathan Srebro

Published in: Allerton (2016)

Keyphrases

data dependent
generalization bounds
rademacher complexity
pac bayesian
risk bounds
energy functional
upper bound
learning theory
lower bound
objective function
data sets
reproducing kernel hilbert space
data analysis
manifold regularization
function classes
multiscale
computer vision