Scientific note

Quantum Amplitude Estimation in Gradient-Based Stochastic Optimization

In this paper we prove, both mathematically and through a simulation, how the Quantum Amplitude Estimation algorithm can obtain quadratic improvements with respect to the Monte Carlo method in gradient-based stochastic optimization, high...