Improving the local scoring algorithm using gradient sampling

Marc-Olivier Boldi, Valérie Chavez-Demoulin

We adapt the gradient sampling algorithm to the local scoring algorithm to solve complex estimation problems based on an optimization of an objective function. This overcomes non-d…