Outline Variational Inference $(\text{VI})$ are useful methods for approximating hard-to-compute probabilisty densities. The main idea behind VI is that a target distribution $p$ of some datasetcan be estimated by introducing an approximate distribution $q$, and then, iteratively minimizingthe K...…