On Linear Convergence in Smooth Convex-Concave Bilinearly-Coupled Saddle-Point Optimization: Lower Bounds and Optimal Algorithms

Ekaterina Borodich, A. Gasnikov, Dmitry Kovalev
2/14/2026

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@article{borodich2026linear,
  title  = {On Linear Convergence in Smooth Convex-Concave Bilinearly-Coupled Saddle-Point Optimization: Lower Bounds and Optimal Algorithms},
  author = {Ekaterina Borodich and A. Gasnikov and Dmitry Kovalev},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:85900d9842042c736b188b944a167691cdff55c0},
  journal = {ICML 2025 2025}
}

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