Why resampling outperforms reweighting for correcting sampling bias with stochastic gradients.

Jing An Lexing Ying Yuhua Zhu

Published in: ICLR (2021)

Keyphrases

monte carlo
importance sampling
point processes
learning algorithm
decision trees
hypothesis testing
stochastic model
stochastic optimization
jump diffusion process
database
machine learning
information retrieval
trade off
sample size
random sampling
sampling strategy