2024 "optimal sample complexity" Papers

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Faster Stochastic Variance Reduction Methods for Compositional MiniMax Optimization

Jin Liu, Xiaokang Pan, Junwen Duan et al.

AAAI 2024paperarXiv:2308.09604

SPABA: A Single-Loop and Probabilistic Stochastic Bilevel Algorithm Achieving Optimal Sample Complexity

Tianshu Chu, Dachuan Xu, Wei Yao et al.

ICML 2024posterarXiv:2405.18777