Before revision:  Parameterized quantum circuits can form Gaussian kernels, which we use to derive optimal adaptive learning rates for gradient ascent.
After revision:  Parameterized quantum circuits can form Gaussian kernels, which we use to derive adaptive learning rates for gradient ascent.