Tractable Fully Bayesian Inference via Convex Optimization and Optimal Transport Theory

no code implementations • 29 Sep 2015 • Sanggyun Kim, Diego Mesa, Rui Ma, Todd P. Coleman

We demonstrate with optimal transport theory that when the source distribution can be easily sampled from and the target distribution is log-concave, this can be tractably solved with convex optimization.

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