Open access
Oct 2026
Quantum Monte Carlo Estimation via Probabilistic Programming
Monte Carlo methods are fundamental to finance, system verification, and scientific simulation, but converge slowly: achieving an additive error of є requires O(1/є2) samples. Quantum Amplitude Estimation (QAE) offers a quadratic speedup by encoding the target probabilistic model into a quantum circuit. However, constr...
Seungmin Jeon, Jaeho Choi, J. Jeon et al.
· Proceedings of the ACM on Pr... · 0 citations