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math.PR2023★ 1 cited
Exponential tail bounds and Large Deviation Principle for Heavy-Tailed U-Statistics
Milad Bakhshizadeh
We study deviation of U-statistics when samples have heavy-tailed distribution so the kernel of the U-statistic does not have bounded exponential moments at any positive point. We…
math.PR2020★ 1 cited
Sharp Concentration Results for Heavy-Tailed Distributions
Milad Bakhshizadeh, Arian Maleki, Victor H. de la Pena
We obtain concentration and large deviation for the sums of independent and identically distributed random variables with heavy-tailed distributions. Our concentration results are…