Bayesian Sampling Bias Correction: Training with the Right Loss Function

L. Le Folgoc, V. Baltatzis, A. Alansary +8

We derive a family of loss functions to train models in the presence of sampling bias. Examples are when the prevalence of a pathology differs from its sampling rate in the trainin…