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08/26/2023
A transport approach to sequential simulation-based inference
We present a new transport-based approach to efficiently perform sequent...
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08/05/2022
Efficient and Exact Multimarginal Optimal Transport with Pairwise Costs
In this paper, we address the numerical solution to the multimarginal op...
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12/01/2021
hIPPYlib-MUQ: A Bayesian Inference Software Framework for Integration of Data with Complex Predictive Models under Uncertainty
Bayesian inference provides a systematic framework for integration of da...
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02/16/2021
A Bayesian Approach for Inferring Sea Ice Loads
The Earth's climate is rapidly changing and some of the most drastic cha...
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12/13/2018
