Near-Optimal Single-Loop Predictor--Corrector Extragradient Method for Strongly Convex--Strongly Concave Minimax Optimization

arXiv:2609.20327 · math.OC, cs.LG, stat.ML · Submitted 2026-09-17 · Read on arXiv

math.OC, cs.LG, stat.ML

Submitted: 2026-09-17

Updated: 2026-09-28

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Accuracy — 17× in this paper · explained in 1 episode
• Lyapunov function — 4× in this paper · explained in 2 episodes
• Lifted Primal-Dual — 2× in this paper
• Adaptive Algorithm — 1× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes
• Convergence Guarantees — 1× in this paper · explained in 3 episodes

Sources

• Accelerated methods for composite non-bilinear saddle point problem

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