Department of Statistics, UCLA
Derivative of Fixed-rank Approximations
- Author(s): Jan de Leeuw
- et al.
In this paper we compute the matrix derivative of the ﬁxed-rank least squares approximation. We describe the eigen structure of the derivative and apply the result to derive an expression for the speed of convergence of iterative nonlinear principal component algorithms.