2025
Exact Rotation Invariant Robust PCA
ICASSP 2025accepted
In this work, we address the challenge of estimating principal components in the presence of outliers, a problem commonly referred to as robust principal component analysis (PCA). Traditional PCA minimizes the Euclidean norm, making it vulnerable to outliers. To enhance robustness, earlier approache…