Equivalence between exponential concentration in quantum machine learning kernels and barren plateaus in variational algorithms

Pranav Kairon, Jonas Jäger, Jonas Jäger +1

We formalize a rigorous connection between barren plateaus (BP) in variational quantum algorithms and exponential concentration of quantum kernels for machine learning. Our results…