Introduces a modular unified Lyapunov template for continuous-time analysis of minimax, bilevel (via penalty), and min-min-max problems with explicit time-scale thresholds.
Closing the gap: Tighter analysis of alternating stochastic gradient methods for bilevel problems
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Continuous-Time Analysis for Minimax and Bilevel Problems
Introduces a modular unified Lyapunov template for continuous-time analysis of minimax, bilevel (via penalty), and min-min-max problems with explicit time-scale thresholds.