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math.OC2022
Time-Varying Multi-Objective Optimization: Tradeoff Regret Bounds
Allahkaram Shafiei, Jakub Marecek
Multi-objective optimization studies the process of seeking multiple competing desiderata in some operation. Solution techniques highlight marginal tradeoffs associated with weighi…
math.OC2021★ 2 cited
Trilevel and Multilevel Optimization using Monotone Operator Theory
Allahkaram Shafiei, Vyacheslav Kungurtsev, Jakub Marecek
We consider rather a general class of multi-level optimization problems, where a convex objective function is to be minimized subject to constraints of optimality of nested convex…