"sparse pca" Papers

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Adaptive Riemannian ADMM for Nonsmooth Optimization: Optimal Complexity without Smoothing

Kangkang Deng, Jiachen Jin, Jiang Hu et al.

NEURIPS 2025arXiv:2510.18617
1
citations

Efficient Sparse PCA via Block-Diagonalization

Alberto Del Pia, Dekun Zhou, Yinglun Zhu

ICLR 2025arXiv:2410.14092
2
citations

Robust Sparse Estimation for Gaussians with Optimal Error under Huber Contamination

Ilias Diakonikolas, Daniel Kane, Sushrut Karmalkar et al.

ICML 2024arXiv:2403.10416
1
citations