Multilevel Sampling in Algebraic Statistics

Nathan Kirk, Ivan Gvozdanović, Sonja Petrović

This paper proposes a multilevel sampling algorithm for fiber sampling problems in algebraic statistics, inspired by Henry Wynn's suggestion to adapt multilevel Monte Carlo (MLMC)…