3 citations · 3 across the 2 of their papers we have counts for
2 papers
math.OC2014
On the resolution of misspecified convex optimization and monotone variational inequality problems
Hesam Ahmadi, Uday V. Shanbhag
We consider a misspecified optimization problem that requires minimizing a function f(x;q*) over a closed and convex set X where q* is an unknown vector of parameters that may be l…
math.OC2014★ 3 cited
Optimal robust smoothing extragradient algorithms for stochastic variational inequality problems
Farzad Yousefian, Angelia Nedic, Uday V. Shanbhag
We consider stochastic variational inequality problems where the mapping is monotone over a compact convex set. We present two robust variants of stochastic extragradient algorithm…