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1 paper

math.OC2026

A Single-Loop Regularized Newton Method for Nonconvex-Strongly-Concave Minimax Optimization

Bohao Ma, Nachuan Xiao, Junyu Zhang

For smooth nonconvex-strongly-concave minimax problems, existing second-order methods share a common double-loop structure where the inner maximization is solved to sufficiently hi…