3 ms·
If we get a useful quantum computer, what then? How will machine learning improve? As far as I know, QM speeds up integer factorization, but I don't see how t
by yters 9y ago
If we get a useful quantum computer, what then? How will machine learning improve? As far as I know, QM speeds up integer factorization, but I don't see how this transfers to machine learning.
- mathgenius 9y agohttp://math.nist.gov/quantum/zoo/ http://math.nist.gov/quantum/zoo/
- mtgx 9y agoQuantum computers are good/super-efficient at optimization problems. That means they can optimize a solution for something with less data. Right now our AI is only good at solving problems for which we have millions and millions of data points. But we don't have that much data for every problem in the world. Quantum computers could potentially help us create an AI that can work with fewer data points.
- h2j24 9y agoNot an expert, but I believe most of the benefits will come from quantum annealing, which is capable of escaping local minima in optimization problems.
- yters 9y agoSimulated annealing is only guaranteed to find the global minimum as time approaches infinity. Does quantum annealing have a better guarantee?