9 citations · 11 across the 2 of their papers we have counts for
2 papers
cs.DS2022★ 2 cited
Connect the Dots: Tighter Discrete Approximations of Privacy Loss Distributions
Vadym Doroshenko, Badih Ghazi, Pritish Kamath +2
The privacy loss distribution (PLD) provides a tight characterization of the privacy loss of a mechanism in the context of differential privacy (DP). Recent work has shown that PLD…
math.PR2012★ 9 cited
Approximation of fractional Brownian motion by martingales
Sergiy Shklyar, Georgiy Shevchenko, Yuliya Mishura +2
We study the problem of optimal approximation of a fractional Brownian motion by martingales. We prove that there exist a unique martingale closest to fractional Brownian motion in…