1 citations · 1 across the 3 of their papers we have counts for
3 papers
math.OC2026
No-regret optimization of time-varying bilevel problems
Eliabelle Mauduit, Eloïse Berthier, Andrea Simonetto
Bilevel optimization problems arise in many applications where decisions must account for the optimal response of another system, such as in game-theoretic settings. However, these…
eess.SY2025★ 1 cited
Concentration inequalities for semidefinite least squares based on data
Filippo Fabiani, Andrea Simonetto
We study data-driven least squares (LS) problems with semidefinite (SD) constraints and derive finite-sample guarantees on the spectrum of their optimal solutions when these constr…
cs.LG2024
MAPL: Model Agnostic Peer-to-peer Learning
Sayak Mukherjee, Andrea Simonetto, Hadi Jamali-Rad
Effective collaboration among heterogeneous clients in a decentralized setting is a rather unexplored avenue in the literature. To structurally address this, we introduce Model Agn…