Saleiro, Pedro

Aequitas: A Bias and Fairness Audit Toolkit

Saleiro, P., Kuester, B., Hinkson, L., London, J., Stevens, A., Anisfeld, A., Rodolfa, K. T., & Ghani, R. (2018) · arXiv

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 496

How can I choose an explainer?: An Application-grounded Evaluation of Post-hoc Explanations

Jesus, S., Belém, C., Balayan, V., Bento, J., Saleiro, P., Bizarro, P., & Gama, J. (2021) · Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency

Explainable Artificial Intelligence (XAI)Privacy-Preserving Technologies in Data

Cited by 112

Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation

Jesus, S., Pombal, J., Alves, D., Cruz, A., Saleiro, P., Ribeiro, R. P., Gama, J., & Bizarro, P. (2022) · arXiv

Imbalanced Data Classification TechniquesMachine Learning and Data Classification

Cited by 35

Promoting Fairness through Hyperparameter Optimization

F.Cruz, A., Saleiro, P., Belem, C., Soares, C., & Bizarro, P. (2021) · 2021 IEEE International Conference on Data Mining (ICDM)

Ethics and Social Impacts of AIMachine Learning and Data Classification

Cited by 28

On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods

Amarasinghe, K., Rodolfa, K. T., Jesus, S., Chen, V., Balayan, V., Saleiro, P., Bizarro, P., Talwalkar, A., & Ghani, R. (2024) · Proceedings of the AAAI Conference on Artificial Intelligence

Explainable Artificial Intelligence (XAI)Software Testing and Debugging Techniques

Cited by 13

A benchmarking framework and dataset for learning to defer in human-AI decision-making

Alves, J. V., Leitão, D., Jesus, S., Sampaio, M. O. P., Liébana, J., Saleiro, P., Figueiredo, M. A. T., & Bizarro, P. (2025) · Scientific Data

Human-Automation Interaction and SafetyExplainable Artificial Intelligence (XAI)

Cited by 10

Cost-Sensitive Learning to Defer to Multiple Experts with Workload Constraints

Alves, J. V., Leitão, D., Jesus, S., Sampaio, M. O. P., Liébana, J., Saleiro, P., Figueiredo, M. A. T., & Bizarro, P. (2024) · arXiv

Imbalanced Data Classification TechniquesHuman-Automation Interaction and Safety

Cited by 4

Financial Fraud Alert Review Dataset

Alves, Leitão, D., Jesus, S., Sampaio, M. O. P., Liébana, J., Saleiro, P., Figueiredo, M. A. T., & Bizarro, P. (2025) · figshare

Imbalanced Data Classification TechniquesPrivacy-Preserving Technologies in Data

Cited by 1