Author

Alessandro Rudi

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Jul 2026

Distributionally Faithful Imputation via Positive Semi-Definite Kernel Density Estimation

This work recast imputation under missing completely at random (MCAR) as density estimation from masked observations: estimate a distribution whose observed marginals exactly match those in the data.

A. Basteri, C. Ciliberto, Alessandro Rudi · arXiv.org · 0 citations