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STATE: A Robust ATE Estimator of Heavy-Tailed Metrics for Variance Reduction in Online Controlled Experiments.

Hao ZhouKun SunShaoming LiYangfeng FanGuibin JiangJiaqi ZhengTao Li
Published in: KDD (2024)
Keyphrases
  • variance reduction
  • heavy tailed
  • sample size
  • monte carlo
  • confidence intervals
  • image sequences
  • feature extraction
  • active learning
  • state space
  • least squares
  • maximum likelihood
  • estimation error
  • generalized gaussian