Marta Monaci – Optimization Online

Unboxing Tree Ensembles for interpretability: a hierarchical visualization tool and a multivariate optimal re-built tree

Published: 2023/02/15

Giulia Di Teodoro

(Mixed) Integer Linear Programming, Optimization in Data Science interpretable machine learning, linear mixed-integer programming, optimal trees, Tree ensembles, visualizing forests

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Margin Optimal Classification Trees

Published: 2022/10/19, Updated: 2022/12/10

Federico D'Onofrio

(Mixed) Integer Nonlinear Programming, Nonlinear Optimization, Quadratic Programming machine learning, mixed-integer programming, optimal classification trees, support vector machines

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