- Dropouts meet Multiple Additive Regression Trees
- In D.A.R.T, the meaning of dropout is to ignore part of the trees when calculating the pseudo-residuals in each iteration.
- D.A.R.T requires an additional hyperparameter, which determines the proportion of trees that should stay for the calculation of the pseudo-residuals in each iteration.
- this is a form of regularization