activity
20112026
most citedPosterior contraction in sparse Bayesian factor models for massive covariance matrices

68 citations · 319 across the 71 of their papers we have counts for

collaborators
Showing 2020 · stat.MLShow all

1 paper · 2 filters

stat.ML2020

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…