Vitória Guardieiro

According to our database, Vitória Guardieiro authored at least 5 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Mountaineer: Topology-Driven Visual Analytics for Comparing Local Explanations.

Parikshit Solunke, Vitória Guardieiro, João Rulff, Peter Xenopoulos, Gromit Yeuk-Yin Chan, Brian Barr, Luis Gustavo Nonato, Cláudio T. Silva

IEEE Trans. Vis. Comput. Graph., December, 2024

Best Practices for Responsible Machine Learning in Credit Scoring.

Giovani Valdrighi, Athyrson M. Ribeiro, Jansen S. B. Pereira, Vitória Guardieiro, Arthur Hendricks, Décio Miranda Filho, Juan David Nieto Garcia, Felipe F. Bocca, Thalita B. Veronese, Lucas Wanner, Marcos M. Raimundo

CoRR, 2024

TopoMap++: A faster and more space efficient technique to compute projections with topological guarantees.

Vitória Guardieiro, Felipe Inagaki de Oliveira, Harish Doraiswamy, Luis Gustavo Nonato, Cláudio T. Silva

CoRR, 2024

2023

Enforcing fairness using ensemble of diverse Pareto-optimal models.

Vitória Guardieiro, Marcos M. Raimundo, Jorge Poco

Data Min. Knowl. Discov., September, 2023

2022

Analyzing the Equity of the Brazilian National High School Exam by Validating the Item Response Theory's Invariance.

Vitória Guardieiro, Marcos M. Raimundo, Jorge Poco

Proceedings of the 15th International Conference on Educational Data Mining, 2022