Before revision:  Therefore, we introduce Denise, a deep learning-based algorithm for robust PCA of  symmetric positive semidefinite matrices, which learns precisely such a function.
After revision:  Therefore, we introduce Denise, a deep learning-based algorithm for robust PCA of covariance matrices, or more generally of symmetric positive semidefinite matrices, which learns precisely such a function.