4 citations · 4 across the 2 of their papers we have counts for
2 papers
cs.LG2020★ 4 cited
Stochastic Adaptive Line Search for Differentially Private Optimization
Chen Chen, Jaewoo Lee
The performance of private gradient-based optimization algorithms is highly dependent on the choice of step size (or learning rate) which often requires non-trivial amount of tunin…
cs.LG2019
Renyi Differentially Private ADMM for Non-Smooth Regularized Optimization
Chen Chen, Jaewoo Lee
In this paper we consider the problem of minimizing composite objective functions consisting of a convex differentiable loss function plus a non-smooth regularization term, such as…