Yassine Hamoudi

Quantum speedup of non-linear Monte Carlo problems

The mean of a random variable can be understood as a *linear* functional on the space of probability distributions. Quantum computing is known to provide a quadratic speedup over classical Monte Carlo methods for mean estimation. In this paper, we investigate whether a similar quadratic speedup is a…