"polyak-łojasiewicz condition" Papers

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Solving Neural Min-Max Games: The Role of Architecture, Initialization & Dynamics

Deep Patel, Emmanouil-Vasileios Vlatakis-Gkaragkounis

NeurIPS 2025spotlightarXiv:2512.00389

Faster Stochastic Variance Reduction Methods for Compositional MiniMax Optimization

Jin Liu, Xiaokang Pan, Junwen Duan et al.

AAAI 2024paperarXiv:2308.09604

Monotone, Bi-Lipschitz, and Polyak-Łojasiewicz Networks

Ruigang Wang, Krishnamurthy Dvijotham, Ian Manchester

ICML 2024poster

Optimal Hessian/Jacobian-Free Nonconvex-PL Bilevel Optimization

Feihu Huang

ICML 2024poster

SILVER: Single-loop variance reduction and application to federated learning

Kazusato Oko, Shunta Akiyama, Denny Wu et al.

ICML 2024poster