Mixed-Integer Convex Nonlinear Optimization with Gradient-Boosted Trees Embedded

Miten Mistry, Dimitrios Letsios, Gerhard Krennrich +2

Decision trees usefully represent sparse, high dimensional and noisy data. Having learned a function from this data, we may want to thereafter integrate the function into a larger…