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Data-Driven Confidence Intervals with Optimal Rates for the Mean of Heavy-Tailed Distributions.
Ambrus Tamás
Szabolcs Szentpéteri
Balázs Csanád Csáji
Published in:
AISTATS (2024)
Keyphrases
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data driven
confidence intervals
heavy tailed distributions
sample size
sufficiently small
stochastic systems
optimal solution
worst case
asymptotically optimal
limit theorems
special case
stopping rules
mean shift
monte carlo
markov chain
variance reduction
information retrieval