CS E4740 Gradient Descent for Non-Parametric Models?

This video sketches a generalization of the gradient step, which is an update rule for improving the parameters of a paramtrized model, to obtain an update rule (incremental learning) for non-parametric models (such as decision trees).
Read more in Section 4 in the lecture notes: github.com/ale...