Understanding the Training Speedup from Sampling with Approximate Losses.

Rudrajit Das Xi Chen Bertram Ieong Parikshit Bansal Sujay Sanghavi

Published in: CoRR (2024)

Keyphrases

random sampling
orders of magnitude
monte carlo
sampling algorithm
search algorithm
data points
training samples
training examples
bootstrap sampling
learning algorithm
feature selection
training set
test set
sample size
deeper understanding
subject matter