Quantum mean embedding of probability distributions
Kübler, J., Muandet, K., Schölkopf, B. · MPG.PuRe (Max Planck Society) · 2019
The authors demonstrate how a probability distribution can be represented by a pure quantum state without any information loss, and prove this by extending results from the kernel literature. This potentially gives a new way of speeding up modern machine learning methods with quantum computers