Tune Smarter Not Harder: A Principled Approach to Tuning Learning Rates for Shallow Nets.

Thulasi Tholeti Sheetal Kalyani

Published in: IEEE Trans. Signal Process. (2020)

Keyphrases

learning rate
tuning parameters
learning algorithm
convergence rate
convergence speed
rapid convergence
covering numbers
gaussian kernels
uniform convergence
convergence theorem
delta bar delta
objective function
np hard
neural network
semi supervised
parameter settings