Fast Benchmarking of Accuracy vs. Training Time with Cyclic Learning Rates.

Jacob Portes Davis W. Blalock Cory Stephenson Jonathan Frankle

Published in: CoRR (2022)

Keyphrases

learning rate
backpropagation algorithm
adaptive learning rate
hidden layer
learning algorithm
convergence rate
feed forward neural networks
gaussian kernels
uniform convergence
training set
active learning
supervised learning
machine learning
training examples
covering numbers
convergence theorem