Search Results for author: Alexandre M. Florio

Found 2 papers, 0 papers with code

Contextual Stochastic Vehicle Routing with Time Windows

no code implementations10 Feb 2024 Breno Serrano, Alexandre M. Florio, Stefan Minner, Maximilian Schiffer, Thibaut Vidal

We study the vehicle routing problem with time windows (VRPTW) and stochastic travel times, in which the decision-maker observes related contextual information, represented as feature variables, before making routing decisions.

Optimal Decision Diagrams for Classification

no code implementations28 May 2022 Alexandre M. Florio, Pedro Martins, Maximilian Schiffer, Thiago Serra, Thibaut Vidal

Decision diagrams for classification have some notable advantages over decision trees, as their internal connections can be determined at training time and their width is not bound to grow exponentially with their depth.

Classification Fairness

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