14 citations · 28 across the 4 of their papers we have counts for
Showing 2014Show all
2 papers · 1 filter
stat.ME2014★ 8 cited
Additive Gaussian Process Regression
Shaan Qamar, Surya T. Tokdar
Additive-interactive regression has recently been shown to offer attractive minimax error rates over traditional nonparametric multivariate regression in a wide variety of settings…
stat.ML2014★ 14 cited
Bayesian Conditional Density Filtering
Shaan Qamar, Rajarshi Guhaniyogi, David B. Dunson
We propose a Conditional Density Filtering (C-DF) algorithm for efficient online Bayesian inference. C-DF adapts MCMC sampling to the online setting, sampling from approximations t…