Emputation is a deep generative imputation framework whose energy-score training objective is explicitly guided by pattern-mixture identification assumptions, with proofs that the population minimizer recovers the target extrapolation distribution.
arXiv preprint arXiv:2511.10048 , year=
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Emputation: Identification-Guided Neural Imputation Framework
Emputation is a deep generative imputation framework whose energy-score training objective is explicitly guided by pattern-mixture identification assumptions, with proofs that the population minimizer recovers the target extrapolation distribution.