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With this new β term, the target generating mechanism can be expressed as YT,i = h n g(θT , xT,i ), UT,i o = h n f (θS, xT,i ) f (θS, xT,i ) · g(θT , xT,i ), UT,i o = h n βi · f (θS, xT,i ), UT,i o for i ∈ {1 · 2024

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Multivariate and Online Transfer Learning with Uncertainty Quantification

stat.ME · 2024-11-19 · conditional · novelty 5.0

A Bayesian method that jointly models multiple outcomes and sequentially updates across datasets with a learned weight that limits negative transfer.

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Multivariate and Online Transfer Learning with Uncertainty Quantification stat.ME · 2024-11-19 · conditional · none · ref 4
A Bayesian method that jointly models multiple outcomes and sequentially updates across datasets with a learned weight that limits negative transfer.

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