Three methods to solve a singular matrix ?

Here are three ways to solve a singular matrix:

PI is SVD - always works - scales bad: cubic on CPU, square on memory

CAM is a kludge - sometimes works, but not in this example - scales great

YI is a short-cut SVD - always works - scales great

Is there a name for the CAM and YI methods?