Curve Y our Enthusiasm: Concurvity Regularization in Differentiable Generalized Additive Models

Neural Information Processing Systems 

Despite the current enthusiasm for GAMs, their susceptibility to concurvity - i.e., (possibly nonlinear) dependencies between the features - has hitherto been largely overlooked.

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