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math.ST2026

Pooling Versus Ensembling for Ridge Regression Under Covariate Shift

Maya Ramchandran, Rajarshi Mukherjee

Datasets in many settings naturally partition into clusters arising from sub-populations, batch effects, or aggregation across multiple sources. A common response to such heterogen…