2025
Enhanced Importance Sampling Through Latent Space Exploration in Normalizing Flows
AAAI 2025technical
Importance sampling is a rare event simulation technique used in Monte Carlo simulations to bias the sampling distribution towards the rare event of interest. By assigning appropriate weights to sampled points, importance sampling allows for more efficient estimation of rare events or tails of distr…