Statistical Guarantees and Algorithmic Convergence Issues of Variational Boosting

Biraj Subhra Guha, Anirban Bhattacharya, Debdeep Pati

We provide statistical guarantees for Bayesian variational boosting by proposing a novel small bandwidth Gaussian mixture variational family. We employ a functional version of Fran…