Stability of Least Square Approximation under Random Sampling.

Zhiqiang Xu Xinyue Zhang

Published in: CoRR (2024)

Keyphrases

experimental design
random sampling
active learning
sample size
least squares
adaptive sampling
sampling algorithm
sampling procedure
hyperparameters
training set
random sample
random samples
random projections
tikhonov regularization
sampling methods
closed form
uniform distribution
stratified sampling