8 citations · 15 across the 5 of their papers we have counts for
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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…
stat.ML2015★ 4 cited
Tractable Fully Bayesian Inference via Convex Optimization and Optimal Transport Theory
Sanggyun Kim, Diego Mesa, Rui Ma +1
We consider the problem of transforming samples from one continuous source distribution into samples from another target distribution. We demonstrate with optimal transport theory…