most citedImproving drug sensitivity predictions in precision medicine through active expert knowledge elicitation

17 citations

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stat.ML2020★ 4 cited

Informative Bayesian Neural Network Priors for Weak Signals

Tianyu Cui, Aki Havulinna, Pekka Marttinen +1

Encoding domain knowledge into the prior over the high-dimensional weight space of a neural network is challenging but essential in applications with limited data and weak signals.…