| Aequitas: A bias and fairness audit toolkit P Saleiro, B Kuester, L Hinkson, J London, A Stevens, A Anisfeld, ... arXiv preprint arXiv:1811.05577, 2018 | 386 | 2018 |
| How can I choose an explainer? An application-grounded evaluation of post-hoc explanations S Jesus, C Belém, V Balayan, J Bento, P Saleiro, P Bizarro, J Gama Proceedings of the 2021 ACM conference on fairness, accountability, and …, 2021 | 138* | 2021 |
| Timeshap: Explaining recurrent models through sequence perturbations J Bento, P Saleiro, AF Cruz, MAT Figueiredo, P Bizarro Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 89 | 2021 |
| Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation S Jesus, J Pombal, D Alves, A Cruz, P Saleiro, RP Ribeiro, J Gama, ... Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS 2022), 2022 | 33 | 2022 |
| Mining social media for open innovation in transportation systems D Ulloa, P Saleiro, RJF Rossetti, ER Silva 2016 IEEE 19th International Conference on Intelligent Transportation …, 2016 | 32 | 2016 |
| Transportation in Social Media: an automatic classifier for travel-related tweets J Pereira, A Pasquali, P Saleiro, RJF Rossetti Portuguese Conference on Artificial Intelligence, 2017 | 30 | 2017 |
| Promoting fairness through hyperparameter optimization AF Cruz, P Saleiro, C Belém, C Soares, P Bizarro 2021 IEEE International Conference on Data Mining (ICDM), 1036-1041, 2021 | 26 | 2021 |
| Dealing with bias and fairness in data science systems: A practical hands-on tutorial P Saleiro, KT Rodolfa, R Ghani Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020 | 26 | 2020 |
| Bias and fairness KT Rodolfa, P Saleiro, R Ghani Big data and social science, 281-312, 2020 | 23* | 2020 |
| POPmine: Tracking Political Opinion on the Web P Saleiro, S Amir, MJ Silva, C Soares IEEE International Conference on Computer and Information Technology …, 2015 | 23 | 2015 |
| FairGBM: Gradient Boosting with Fairness Constraints AF Cruz, C Belém, S Jesus, J Bravo, P Saleiro, P Bizarro International Conference on Learning Representations, 2023 | 19 | 2023 |
| Learning from the news: Predicting entity popularity on twitter P Saleiro, C Soares Advances in Intelligent Data Analysis XV: 15th International Symposium, IDA …, 2016 | 19 | 2016 |
| POPSTAR at RepLab 2013: Name ambiguity resolution on Twitter P Saleiro, L Rei, A Pasquali, C Soares, J Teixeira, F Pinto, M Nozari, ... CLEF, 2013 | 19 | 2013 |
| Human-AI Collaboration in Decision-Making: Beyond Learning to Defer D Leitão, P Saleiro, MAT Figueiredo, P Bizarro ICML 2022 Workshop on Human-Machine Collaboration and Teaming, 2022 | 17 | 2022 |
| Aequitas: A bias and fairness audit toolkit. arXiv 2018 P Saleiro, B Kuester, L Hinkson, J London, A Stevens, A Anisfeld, ... arXiv preprint arXiv:1811.05577, 2022 | 17 | 2022 |
| On the importance of application-grounded experimental design for evaluating explainable ml methods K Amarasinghe, KT Rodolfa, S Jesus, V Chen, V Balayan, P Saleiro, ... Proceedings of the AAAI Conference on Artificial Intelligence 38 (19), 20921 …, 2024 | 16 | 2024 |
| FEUP at SemEval-2017 Task 5: Predicting Sentiment Polarity and Intensity with Financial Word Embeddings P Saleiro, EM Rodrigues, C Soares, E Oliveira International Workshop on Semantic Evaluation, SemEval 2017, 2017 | 16 | 2017 |
| Sentiment aggregate functions for political opinion polling using microblog streams P Saleiro, L Gomes, C Soares Proceedings of the ninth international C* conference on computer science …, 2016 | 16 | 2016 |
| Performance analysis of an adaptable home healthcare solution A Rodrigues, C Resende, L Carvalho, P Saleiro, F Abrantes 2011 IEEE 13th International Conference on e-Health Networking, Applications …, 2011 | 16 | 2011 |
| Aequitas: A bias and fairness audit toolkit. 2018 P Saleiro, B Kuester, L Hinkson, J London, A Stevens, A Anisfeld, ... URL https://arxiv. org/abs, 1811 | 16 | 1811 |
Pedro G BizarroFeedzai / University of Coimbra / UW-MadisonVerified email at feedzai.com
