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E. Calvello

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#machine learning Preprint Oct 2026

Measure Neural Mappings

We introduce and define measure neural mappings (MNMs), which combine measure-dependent neural transport with ensemble consistency for learning operators on probability measures. Ensemble consistency requires outputs from growing ensembles sampled from an input law to converge to the specified population output in prob...

Ricardo Baptista, E. Calvello, Bo-Han Chen et al. · 0 citations

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