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01/27/2023
Exponential tail bounds and Large Deviation Principle for Heavy-Tailed U-Statistics
We study deviation of U-statistics when samples have heavy-tailed distri...
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10/20/2020
A practical algorithm to calculate Cap Discrepancy
Uniform distribution of the points has been of interest to researchers f...
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08/24/2020
Universality of Linearized Message Passing for Phase Retrieval with Structured Sensing Matrices
In the phase retrieval problem one seeks to recover an unknown n dimensi...
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03/30/2020
Sharp Concentration Results for Heavy-Tailed Distributions
We obtain concentration and large deviation for the sums of independent ...
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03/07/2019
Rigorous Analysis of Spectral Methods for Random Orthogonal Matrices
Phase retrieval refers to algorithmic methods for recovering a signal fr...
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12/08/2017