Empirical Bounds on Linear Regions of Deep Rectifier Networks.

Thiago Serra Srikumar Ramalingam

Published in: CoRR (2018)

Keyphrases

upper bound
lower bound
social networks
confidence bounds
piecewise constant
complex networks
worst case
network structure
network design
image structure
machine learning
region of interest
error bounds
upper and lower bounds
variance reduction
single phase
empirical risk minimization