Fast and Provable Algorithms for Sparse PCA with Improved Sample Complexity

Jian-Feng Cai, Zhuozhi Xian, Jiaxi Ying
2/14/2026

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@article{cai2026fast,
  title  = {Fast and Provable Algorithms for Sparse PCA with Improved Sample Complexity},
  author = {Jian-Feng Cai and Zhuozhi Xian and Jiaxi Ying},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:00ed8cf93b4246e8472cd742a01bb0d65c1b4b19},
  journal = {ICML 2025 2025}
}

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