Comment by stephencanon

I hate to be that guy, but "Raphson", not "Rhapson" (http://en.wikipedia.org/wiki/Joseph_Raphson). It's also worth noting that no one ever actually forms the inverse of H, even if H is dense. At worst you would compute some factorization of H and use that to solve for the update d.