Sequential Monte Carlo for Inclusive KL Minimization in Amortized Variational Inference

Declan McNamara, Jackson Loper, Jeffrey Regier

For training an encoder network to perform amortized variational inference, the Kullback-Leibler (KL) divergence from the exact posterior to its approximation, known as the inclusi…