cs.IT, cs.LG, math.IT, math.ST, stat.ML, stat.TH

Sequential 1-bit Mean Estimation with Near-Optimal Sample Complexity

arXiv:2509.21940v2 Announce Type: replace
Abstract: In this paper, we study the problem of distributed mean estimation with 1-bit communication constraints. We propose a mean estimator that is based on (randomized and sequentially-chosen) interval que…