2 citations · 2 across the 1 of their papers we have counts for
2 papers
stat.CO2018★ 2 cited
Bayesian Lasso Posterior Sampling via Parallelized Measure Transport
Marcela Mendoza, Alexis Allegra, Todd P. Coleman
It is well known that the Lasso can be interpreted as a Bayesian posterior mode estimate with a Laplacian prior. Obtaining samples from the full posterior distribution, the Bayesia…
stat.ML2018
A Distributed Framework for the Construction of Transport Maps
Diego A. Mesa, Justin Tantiongloc, Marcela Mendoza +1
The need to reason about uncertainty in large, complex, and multi-modal datasets has become increasingly common across modern scientific environments. The ability to transform samp…