61 citations · 327 across the 24 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
stat.ML2019★ 5 cited
Debiased Bayesian inference for average treatment effects
Kolyan Ray, Botond Szabo
Bayesian approaches have become increasingly popular in causal inference problems due to their conceptual simplicity, excellent performance and in-built uncertainty quantification…
stat.ME2019★ 61 cited
Variational Bayes for high-dimensional linear regression with sparse priors
Kolyan Ray, Botond Szabo
We study a mean-field spike and slab variational Bayes (VB) approximation to Bayesian model selection priors in sparse high-dimensional linear regression. Under compatibility condi…