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math.OC2020★ 52 cited
Sparsity in Optimal Randomized Classification Trees
Rafael Blanquero, Emilio Carrizosa, Cristina Molero-Río +1
Decision trees are popular Classification and Regression tools and, when small-sized, easy to interpret. Traditionally, a greedy approach has been used to build the trees, yielding…
math.OC2016
A biobjective approach to robustness based on location planning
Emilio Carrizosa, Marc Goerigk, Anita Schöbel
Finding robust solutions of an optimization problem is an important issue in practice, and various concepts on how to define the robustness of a solution have been suggested. The i…