TECHNOLOGY
“ In the ML space , hybrid algrithms will emerge fairly early on , where you combine the power of an existing algorithm with a quantum algorithm ”
RICHARD HOPKINS DISTINGUISHED ENGINEER , IBM
“ When we look at these results more closely , we found that , first of all , the quantum algorithm chose different parameters ,” he says . “ And then , when we looked at the results again , we saw that it was making qualitatively different judgments . The accuracy was the same , but it was making a judgement on different elements and coming to different conclusions in many cases .”
As Hopkins describes , these hybrid applications will have a number of use cases , particularly in the world of ML .
“ I think what you ’ re going to see , especially in the ML space , is that these hybrid algorithms will emerge fairly early on , where you are combining the power of an existing algorithm that can run at high speed with a quantum algorithm , which will run slower , but will actually take a qualitative different decision , using a completely different algorithm than the other one ,” he predicts .
“ In the commercial space , you ’ ll see these hybrid algorithms begin to dominate , where you ’ re using both together to come up with something that ’ s better than we could do today on a classical computer or even on a supercomputer .” aimagazine . com 127