Linear Algebra, Mathematics, Math, Principal Component, Python.
small noise, but is brittle with respect to grossly corrupted observations — even one grossly corrupt observation can significantly mess up answer. Robust PCA factors a matrix into the sum of two matrices, M = L+S , where is the original matrix L, is low-rank, and is sparse. This is what we’ll be