HSI, a hyperprior over all Solomonoff priors, is shown equivalent to Solomonoff Induction while enabling dataset-conditioned prediction and a training-set error bound.
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Hierarchical Solomonoff Induction: An Unbounded Machine Learning Model
HSI, a hyperprior over all Solomonoff priors, is shown equivalent to Solomonoff Induction while enabling dataset-conditioned prediction and a training-set error bound.