Tune smarter not harder: A principled approach to tuning learning rates for shallow nets.

Thulasi Tholeti Sheetal Kalyani

Published in: CoRR (2020)

Keyphrases

learning rate
tuning parameters
convergence rate
learning algorithm
gaussian kernels
covering numbers
convergence speed
rapid convergence
uniform convergence
np hard
learning theory
sample complexity
convergence theorem
theoretical analysis
upper bound
active learning
artificial neural networks