2 papers
eess.SY2024
Differentially Private Average Consensus with Improved Accuracy-Privacy Trade-off
Lei Wang, Weijia Liu, Fanghong Guo +2
This paper studies the average consensus problem with differential privacy of initial states, for which it is widely recognized that there is a trade-off between the mean-square co…
math.OC2024
Distributed Least-Squares Optimization Solvers with Differential Privacy
Weijia Liu, Lei Wang, Fanghong Guo +2
This paper studies the distributed least-squares optimization problem with differential privacy requirement of local cost functions, for which two differentially private distribute…