First Order Asymptotic Expansions for Eigenvalues of Multiplicatively Perturbed Matrices.
Fredy SosaJulio MoroPublished in: SIAM J. Matrix Anal. Appl. (2016)
Keyphrases
- eigenvalues and eigenvectors
- symmetric matrices
- singular value decomposition
- correlation matrix
- singular values
- covariance matrices
- covariance matrix
- original data
- eigendecomposition
- first order logic
- asymptotically optimal
- higher order
- worst case
- voronoi diagram
- large deviations
- adjacency matrix
- coefficient matrix
- quantifier elimination
- stochastic dominance
- laplace transform
- principal components
- horn clauses
- data sets
- dimensionality reduction
- least squares
- knowledge base