A sieve-accelerated quadrature method using discrete Fourier transform enables the first exact privacy accounting for the 2020 Census DHC file under heterogeneous discrete Gaussian mechanisms with a claimed 1,824-fold speedup.
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A Sieve-Accelerated Quadrature Method for Exact Privacy Accounting in the 2020 U.S. Decennial Census
A sieve-accelerated quadrature method using discrete Fourier transform enables the first exact privacy accounting for the 2020 Census DHC file under heterogeneous discrete Gaussian mechanisms with a claimed 1,824-fold speedup.