most citedTowards Universal Unfolding of Detector Effects in High-Energy Physics using Denoising Diffusion Probabilistic Models

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cs.LG2026

Inverse Problems Conditioned on Observation Ensembles: Applications and Methods

Zhengyan Huan, Camila Pazos, Martin Klassen +3

We introduce a new multivariate statistical problem that we refer to as the Ensemble-conditioned Inverse Problem (EIP). The aim of EIP is to invert for an ensemble that is distribu…