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Pooling Versus Ensembling for Ridge Regression Under Covariate Shift
Under covariate shift, pooled ridge regression outperforms ensembling for random-effects ridge models, and fixed-effects risk formulas characterize partition-driven predictor shifts.
Sydney Poster Session 4, Wed, Dec 9, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026
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