Before revision: We introduce Denise, a deep learning based algorithm for decomposing positive semidefinite matrices into the sum of a low rank plus a sparse matrix.
After revision: We introduce Denise, a deep learning-based algorithm for robust PCA of symmetric positive semidefinite matrices into the sum of a low rank plus a sparse matrix.