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Mind the Gap: Navigating Inference with Optimal Transport Maps

Algren, Malte et al.
arXiv (All) · Papers
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data-analysishigh-energy-physics-experimentmachine-learningstatistics-and-probability
Machine learning (ML) techniques have recently enabled enormous gains in sensitivity to new phenomena across the sciences. In particle physics, much of this progress has relied on excellent simulations of a wide range of physical processes. However, due to the sophistication of modern machine learni
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