Variance Reduction in Ratio Metrics for Efficient Online Experiments.

Shubham Baweja Neeti Pokharna Aleksei Ustimenko Olivier Jeunen

Published in: ECIR (5) (2024)

Keyphrases

variance reduction
gradient estimation
computationally expensive
standard deviation
training data
knn
monte carlo
sample size
importance sampling