Sampling With Replacement vs Poisson Sampling: A Comparative Study in Optimal Subsampling.

Jing Wang Jiahui Zou HaiYing Wang

Published in: IEEE Trans. Inf. Theory (2022)

Keyphrases

random sampling
monte carlo
sampling methods
sample size
sampling strategies
multiscale
case study
neural network
optimal solution
worst case
training data
closed form
parameter space
information retrieval
estimation error
markov chain monte carlo
sampling algorithm
real time