Unverified50% confidenceSolutionExact time
Based on deterministic equivalents, hyperparameters (weights for each source and the ridge regression regularization coefficient) can be optimized, and it can be determined whether a private external dataset is useful without accessing the data.
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Long-term
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10/5/2026
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