Search Results for author: Milad Bakhshizadeh

Found 3 papers, 1 papers with code

Exponential tail bounds and Large Deviation Principle for Heavy-Tailed U-Statistics

no code implementations27 Jan 2023 Milad Bakhshizadeh

We obtain an exponential upper bound for the tail of the U-statistics which clearly denotes two regions of tail decay, the first is a Gaussian decay and the second behaves like the tail of the kernel.

A practical algorithm to calculate Cap Discrepancy

1 code implementation20 Oct 2020 Milad Bakhshizadeh, Ali Kamalinejad, Mina Latifi

Uniform distribution of the points has been of interest to researchers for a long time and has applications in different areas of Mathematics and Computer Science.

Sharp Concentration Results for Heavy-Tailed Distributions

no code implementations30 Mar 2020 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.

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