2 citations · 2 across the 3 of their papers we have counts for
3 papers
Distributionally Robust Free Energy Principle for Decision-Making
Allahkaram Shafiei, Hozefa Jesawada, Karl Friston +1
Despite their groundbreaking performance, autonomous agents can misbehave when training and environmental conditions become inconsistent, with minor mismatches leading to undesirab…
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…
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…