no code implementations • 16 Feb 2024 • Bruno Laboissiere Camargos Borges, Bruno Machado Pacheco, Danilo Silva
Our findings show that post-hoc confidence estimators offer a cost-effective approach to reducing the impacts of distribution shift.
no code implementations • 1 Sep 2023 • Bruno Machado Pacheco, Laio Oriel Seman, Eduardo Camponogara
Maximizing oil production from gas-lifted oil wells entails solving Mixed-Integer Linear Programs (MILPs).
1 code implementation • 11 Jul 2023 • Bruno Machado Pacheco, Victor Hugo Rocha de Oliveira, Augusto Braga Fernandes Antunes, Saulo Domingos de Souza Pedro, Danilo Silva
Brain age prediction using neuroimaging data has shown great potential as an indicator of overall brain health and successful aging, as well as a disease biomarker.
1 code implementation • 24 Mar 2023 • Bruno Machado Pacheco, Laio Oriel Seman, Cezar Antonio Rigo, Eduardo Camponogara, Eduardo Augusto Bezerra, Leandro dos Santos Coelho
This study examines the use of GNNs in this context, which has been effectively applied to optimization problems such as the traveling salesman, scheduling, and facility placement problems.
Combinatorial Optimization Explainable Artificial Intelligence (XAI) +1
1 code implementation • 14 Dec 2022 • Bruno Machado Pacheco, Guilherme de Souza e Cassia, Danilo Silva
Our experiments show that the choice of a BE method can compromise up to 15. 7% of the tumor segmentation performance.