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Sparse PCA: ConGradU
AISTATS 2012: Minimax Rates of Estimation for Sparse PCA in High Dimensions
Sparse PCA in Python
Sparse PCA: algorithms, adversarial perturbations and certificates
PUNLAG: A Randomized Rounding Algorithm for Sparse PCA
On the Approximability of Sparse PCA
Principal Component Analysis (PCA)
Statistical and computational trade-offs in estimation of sparse principal components.
Sparse Principal Component Analysis with Preserved Sparsity Pattern- 2019-20
Optimal Average-Case Reductions to Sparse PCA: From Weak Assumptions to Strong Hardness
Santanu Dey: Solving SDPs by using sparse PCA
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Last Updated: August 16, 2026
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