10 citations · 19 across the 2 of their papers we have counts for
3 papers
math.OC2021★ 9 cited
Projection-Free Algorithm for Stochastic Bi-level Optimization
Zeeshan Akhtar, Amrit Singh Bedi, Srujan Teja Thomdapu +1
This work presents the first projection-free algorithm to solve stochastic bi-level optimization problems, where the objective function depends on the solution of another stochasti…
math.OC2021★ 10 cited
Zeroth and First Order Stochastic Frank-Wolfe Algorithms for Constrained Optimization
Zeeshan Akhtar, Ketan Rajawat
This paper considers stochastic convex optimization problems with two sets of constraints: (a) deterministic constraints on the domain of the optimization variable, which are diffi…
math.OC2020
Conservative Stochastic Optimization with Expectation Constraints
Zeeshan Akhtar, Amrit Singh Bedi, Ketan Rajawat
This paper considers stochastic convex optimization problems where the objective and constraint functions involve expectations with respect to the data indices or environmental var…