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…