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Generative machine learning for multivariate angular simulation

Published in Extremes • Dec 29, 2025
Authors:
Jakob Benjamin Wessel
,
C. J. R. Murphy‐Barltrop
,
Emma S. Simpson

Abstract

Abstract With the recent development of new geometric and angular-radial frameworks for multivariate extremes, reliably simulating from angular variables in moderate-to-high dimensions is of increasing importance. Empirical approaches have the benefit of simplicity, and work reasonably well in low d...

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