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Sparse PCA in High Dimensions
Free Energy Wells and Overlap Gap Property in Sparse PCA
Subexponential-Time Algorithms for Sparse PCA | AISC
Santanu Dey: Solving SDPs by using sparse PCA
Sparse PCA: algorithms, adversarial perturbations and certificates
Megasthenis Asteris: A Framework for Sparse PCA
Sparse Principal Component Analysis With Preserved Sparsity Pattern
Sparse Principal Component Analysis with Preserved Sparsity Pattern- 2019-20
Optimal Average-Case Reductions to Sparse PCA: From Weak Assumptions to Strong Hardness
AISTATS 2012: Minimax Rates of Estimation for Sparse PCA in High Dimensions
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Last Updated: August 15, 2026
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