304 citations · 405 across the 25 of their papers we have counts for
3 papers · 1 filter
Data-Driven Allocation of Vaccines for Controlling Epidemic Outbreaks
Shuo Han, Victor M. Preciado, Cameron Nowzari +1
We propose a mathematical framework, based on conic geometric programming, to control a susceptible-infected-susceptible viral spreading process taking place in a directed contact…
Differentially Private Distributed Constrained Optimization
Shuo Han, Ufuk Topcu, George J. Pappas
Many resource allocation problems can be formulated as an optimization problem whose constraints contain sensitive information about participating users. This paper concerns solvin…
Differentially Private Convex Optimization with Piecewise Affine Objectives
Shuo Han, Ufuk Topcu, George J. Pappas
Differential privacy is a recently proposed notion of privacy that provides strong privacy guarantees without any assumptions on the adversary. The paper studies the problem of com…