Dana Nau

Fast Fourier Transform Reductions for Bayesian Network Inference

Bayesian Networks are useful for analyzing the properties of systems with large populations of interacting agents (e.g., in social modeling applications and distributed service applications). These networks typically have large functions (CPTs), making exact inference intractable. However, often the…