Importance Sampling Natural & Formal Sciences Dictionary Definition A Monte Carlo variance-reduction technique that estimates expectations under a target probability distribution by sampling from a different proposal distribution and reweighting samples by the likelihood ratio (target/proposal).
Importance Sampling Natural & Formal Sciences Dictionary Definition A Monte Carlo variance-reduction technique that estimates expectations under a target probability distribution by sampling from a different proposal distribution and reweighting samples by the likelihood ratio (target/proposal).