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Sparse PCA: algorithms, adversarial perturbations and certificates
Functional Principal Component Analysis for Sparse Functional Data using SOAP
EE5120 Deflation Methods for Sparse PCA
Santanu Dey: Solving SDPs by using sparse PCA
A Greedy Anytime Algorithm for Sparse PCA
Free Energy Wells and Overlap Gap Property in Sparse PCA
Subexponential-Time Algorithms for Sparse PCA | AISC
Megasthenis Asteris: A Framework for Sparse PCA
AISTATS 2012: Minimax Rates of Estimation for Sparse PCA in High Dimensions
Sparse Principal Component Analysis with Preserved Sparsity Pattern- 2019-20
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Last Updated: August 18, 2026
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