Regularizes GAMs to improve interpretability by reducing concurvity.
problem Susceptibility of GAMs to concurvity reduces interpretability.
method Proposes a regularizer to penalize pairwise correlations of non-linearly transformed features.
result Improves interpretability and reduces concurvity without sacrificing prediction quality.