497 citations · 2.1k across the 297 of their papers we have counts for
Showing 2014 · math.OCShow all
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math.OC2014★ 304 cited
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…
math.OC2014★ 2 cited
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…
math.OC2014★ 1 cited
Distributed Load Balancing with Nonconvex Constraints: A Randomized Algorithm with Application to Electric Vehicle Charging Scheduling
Lingwen Gan, Ufuk Topcu, Steven H. Low
To schedule a large number of EVs with the presence of practical nonconvex charging constraints, a distributed and randomized algorithm is proposed in this paper. The algorithm ass…