Search Results for author: Julien Rouzot

Found 1 papers, 0 papers with code

Learning Optimal Fair Scoring Systems for Multi-Class Classification

no code implementations11 Apr 2023 Julien Rouzot, Julien Ferry, Marie-José Huguet

In this paper, we use Mixed-Integer Linear Programming (MILP) techniques to produce inherently interpretable scoring systems under sparsity and fairness constraints, for the general multi-class classification setup.

Binary Classification Classification +3

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