One empirical CDF table defines a bounded PIT coordinate, inverse-quantile base, and drift monitor, then SUN recovery multiplies a ratio head by that base to estimate original-space conditional means.
InProceedings of the 29th ACM SIGKDD Con- ferenceonKnowledgeDiscoveryandDataMining,KDD’23, 4497–4506
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PIT-SUN: A Deployable Empirical Marginal Transform Framework with Expectation-Consistent Recovery for Regression in Recommender Systems
One empirical CDF table defines a bounded PIT coordinate, inverse-quantile base, and drift monitor, then SUN recovery multiplies a ratio head by that base to estimate original-space conditional means.