paired data, would therefore be achievable using standard GHA as follows: In the above, c a and c b are left and right singular vectors.
to be able to feed the algorithm with rows of the matrices M M T and M T M , we would need to have the entire training corpus available simultaneously, and square it, which we hoped to avoid.