Soft Random Sampling: A Theoretical and Empirical Analysis.

Xiaodong Cui Ashish Mittal Songtao Lu Wei Zhang George Saon Brian Kingsbury

Published in: CoRR (2023)

Keyphrases

random sampling
active learning
sampling algorithm
sample size
adaptive sampling
sampling procedure
random projections
sampling methods
random samples
reservoir sampling
training data
stratified sampling
robust estimator
sampling strategy
sliding window
query by committee
parameter estimation
data structure