SVD update methods for large matrices and applications

Juan Manuel Peña, Tomas Sauer

We consider the problem of updating the SVD when augmenting a "tall thin" matrix, i.e., a rectangular matrix $A \in \RR^{m \times n}$ with $m\gg n$. Supposing that an SVD of $A$ i…