A Sherman--Morrison--Woodbury approach to solving least squares problems with low-rank updates

Stefan Güttel, Yuji Nakatsukasa, Marcus Webb +1

We present a simple formula to update the pseudoinverse of a full-rank rectangular matrix that undergoes a low-rank modification, and demonstrate its utility for solving least squa…