Differentially Private Accelerated Optimization Algorithms

This is the code package for the paper "Differentially Private Accelerated Optimization Algorithms" authored by Nurdan Kuru, Ilker Birbil, Mert Gurbuzbalaban, and Sinan Yildirim

run "main_compare_methods.m" to replicate the results in Section 5.

run "main_HB_quad.m" to replicate Figure 1 in Section 3.

run "main_MSAG_distribute_noise.m" to replicate Figure 1 in Section 3.

For questions/corrections, please email [email protected]

03 August 2020