Using a small-gain argument from control theory, the authors prove the standard single-loop bilevel optimization algorithm converges linearly in the strongly convex setting.
A course in robust control theory: a convex approach, volume 36
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
math.OC 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Linear Convergence Analysis of Single-loop Algorithm for Bilevel Optimization via Small-gain Theorem
Using a small-gain argument from control theory, the authors prove the standard single-loop bilevel optimization algorithm converges linearly in the strongly convex setting.