6 citations · 26 across the 32 of their papers we have counts for
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math.PR2022★ 1 cited
Tight Chernoff-Like Bounds Under Limited Independence
Maciej Skorski
This paper develops sharp bounds on moments of sums of k-wise independent bounded random variables, under constrained average variance. The result closes the problem addressed in p…
math.PR2021★ 4 cited
Bernstein-Type Bounds for Beta Distribution
Maciej Skorski
This work obtains sharp closed-form exponential concentration inequalities of Bernstein type for the ubiquitous beta distribution, improving upon sub-gaussian and sub-gamma bounds…
math.PR2020★ 3 cited
Missing Mass Concentration for Markov Chains
Maciej Skorski
The problem of missing mass in statistical inference (posed by McAllester and Ortiz, NIPS'02; most recently revisited by Changa and Thangaraj, ISIT'2019) seeks to estimate the weig…