An Automatic Relevance Determination Prior Bayesian Neural Network for Controlled Variable Selection

Rendani Mbuvha, Illyes Boulkaibet, Tshilidzi Marwala

We present an Automatic Relevance Determination prior Bayesian Neural Network(BNN-ARD) weight l2-norm measure as a feature importance statistic for the model-x knockoff filter. We…