Xavier Holt added We_then_substitute_our_estimated__.tex  over 8 years ago

Commit id: 5f57f0a3eed0b864bd2864ec6f6e0d7fa7ab2443

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We then substitute our estimated weight-distribution back into the integral above, allowing us to predict new points. In terms of implementation, in this paper we use the Laplacian prior distribution with $\lambda_i = \lambda \ \forall i$ being an equal regularisation hyperparameter that for our initial experiments we simply set to 10 through cross-validation and inspection.