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Chris Pollard

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#machine learning Preprint Jul 2025

Mind the Gap: Navigating Inference with Optimal Transport Maps

This work presents a solution to this ``misspecification''problem: a model calibration approach based on optimal transport, which is applied to high-dimensional simulations for the first time and has broad applications for correcting high-dimensional simulations across the sciences.

Malte Algren, T. Golling, Francesco Armando Di Bello et al. · 0 citations

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