Nícolas Roque dos Santos

According to our database, Nícolas Roque dos Santos authored at least 9 papers between 2023 and 2026.

Collaborative distances:

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

2026

FairDIF: debiasing classifiers with item response theory and differential item functioning.

Diego Minatel, Antonio Rafael Sabino Parmezan, Nícolas Roque dos Santos, Mariana Curi, Ricardo B. C. Prudêncio, Alneu de Andrade Lopes

AI Ethics, April, 2026

Spectral Regularization for Diffusion Models.

Satish Chandran, Nícolas Roque dos Santos, Yunshu Wu, Greg Ver Steeg, Evangelos Papalexakis

CoRR, March, 2026

Multi-view Graph Condensation via Tensor Decomposition.

Nícolas Roque dos Santos, Dawon Ahn, Diego Minatel, Alneu de Andrade Lopes, Evangelos E. Papalexakis

Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, 2026

2025

One-mode Projection of Bipartite Graphs for Text Classification using Graph Neural Networks.

Nícolas Roque dos Santos, Diego Minatel, Alan Demétrius Baria Valejo, Alneu de Andrade Lopes

Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing, 2025

A DIF-Driven Threshold Tuning Method for Improving Group Fairness.

Diego Minatel, Antonio Rafael Sabino Parmezan, Nícolas Roque dos Santos, Mariana Curi, Alneu de Andrade Lopes

Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing, 2025

Graph Condensation for Text Classification.

René Vieira Santin, Diego Minatel, Nícolas Roque dos Santos, Solange Oliveira Rezende

Proceedings of the Intelligent Systems - 35th Brazilian Conference, 2025

2024

Semi-Supervised Coarsening of Bipartite Graphs for Text Classification via Graph Neural Network.

Nícolas Roque dos Santos, Diego Minatel, Alan Demétrius Baria Valejo, Alneu de Andrade Lopes

Proceedings of the 11th IEEE International Conference on Data Science and Advanced Analytics, 2024

2023

Unfairness in Machine Learning for Web Systems Applications.

Diego Minatel, Nícolas Roque dos Santos, Angelo Cesar Mendes da Silva, Mariana Curi, Ricardo Marcondes Marcacini, Alneu de Andrade Lopes

Proceedings of the 29th Brazilian Symposium on Multimedia and the Web, 2023

Bipartite Graph Coarsening for Text Classification Using Graph Neural Networks.

Nícolas Roque dos Santos, Diego Minatel, Alan Demétrius Baria Valejo, Alneu de Andrade Lopes

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023