Vitoria Guardieiro

PhD Student @ UPenn CIS

A more up-to-date list of my publications can be found here.

Published

  1. V. Guardieiro, F. I. de Oliveira, H. Doraiswamy, L. G. Nonato and C. Silva. (2024). “TopoMap++: A Faster and More Space Efficient Technique to Compute Projections with Topological Guarantees”. IEEE Transactions on Visualization and Computer Graphics.

  2. P. Solunke, V. Guardieiro, J. Rulff, P. Xenopoulos, G. Y. Y. Chan, B. Barr, L. G. Nonato, and C. Silva. (2024). “Mountaineer: Topology-Driven Visual Analytics for Comparing Local Explanations”. IEEE Transactions on Visualization and Computer Graphics.

  3. V. Guardieiro, M. M. Raimundo, J. Poco. (2023). “Multi-Objective Machine Learning - A Systematic Review” (MS dissertation). School of Applied Mathematics, Fundação Getulio Vargas.

  4. V. Guardieiro, M. M. Raimundo, J. Poco. (2023). “Enforcing fairness using ensemble of diverse Pareto-optimal models”. Data Mining and Knowledge Discovery.

  5. V. Guardieiro, M. M. Raimundo, J. Poco. (2022). “Analyzing the Equity of the Brazilian National High School Exam by Validating the Item Response Theory’s Invariance”. Proceedings of the 15th International Conference on Educational Data Mining.

  6. V. Guardieiro, J. Poco. (2021). “Exploring counterfactual antecedents to reduce criminality in Rio de Janeiro” (Project report). School of Applied Mathematics, Fundação Getulio Vargas.

Under Review

  • P. Silva, V. Guardieiro, B. Barr, C. Silva, L. G. Nonato. “Visagreement: Visualizing and Exploring Explanations (Dis)Agreement”.


Last update: Mar 5, 2025