72 citations · 296 across the 47 of their papers we have counts for
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math.OC2015★ 3 cited
On the rate analysis of inexact augmented Lagrangian schemes for convex optimization problems with misspecified constraints
H. Ahmadi, N. S. Aybat, U. V. Shanbhag
We consider a misspecified optimization problem that requires minimizing of a convex function in x over a constraint set represented by , where is…
math.OC2015
Distributed Stochastic Optimization under Imperfect Information
Aswin Kannan, Angelia Nedich, Uday V. Shanbhag
We consider a stochastic convex optimization problem that requires minimizing a sum of misspecified agentspecific expectation-valued convex functions over the intersection of a col…
math.OC2015
On robust solutions to uncertain linear complementarity problems and their variants
Yue Xie, Uday V. Shanbhag
A popular approach for addressing uncertainty in variational inequality problems is by solving the expected residual minimization (ERM) problem. This avenue necessitates distributi…