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

Miten Mistry, Dimitrios Letsios, Gerhard Krennrich, Robert M. Lee, Ruth Misener

Abstract: Decision trees usefully represent sparse, high-dimensional, and noisy data. Having learned a function from these data, we may want to thereafter integrate the function into a larger decision-making...