Potential and limitations of random Fourier features for dequantizing quantum machine learning

no code implementations • 20 Sep 2023 • Ryan Sweke, Erik Recio, Sofiene Jerbi, Elies Gil-Fuster, Bryce Fuller, Jens Eisert, Johannes Jakob Meyer

We build on these insights to make concrete suggestions for PQC architecture design, and to identify structures which are necessary for a regression problem to admit a potential quantum advantage via PQC based optimization.

Quantum Machine Learning regression