| TimeSHAP: Explaining Recurrent Models through Sequence Perturbations J Bento, P Saleiro, AF Cruz, MAT Figueiredo, P Bizarro KDD 2021, 2565–2573, 2021 | 112 | 2021 |
| Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation S Jesus, J Pombal, D Alves, A Cruz, P Saleiro, R Ribeiro, J Gama, ... NeurIPS 2022, 33563-33575, 2022 | 46 | 2022 |
| Promoting Fairness through Hyperparameter Optimization AF Cruz, P Saleiro, C Belém, C Soares, P Bizarro 2021 IEEE International Conference on Data Mining (ICDM), 2021 | 42* | 2021 |
| FairGBM: Gradient Boosting with Fairness Constraints AF Cruz, C Belém, J Bravo, P Saleiro, P Bizarro ICLR 2023, 2023 | 30* | 2023 |
| Team Fernando-Pessa at SemEval-2019 Task 4: Back to Basics in Hyperpartisan News Detection A Cruz, G Rocha, R Sousa-Silva, HL Cardoso Proceedings of the 13th International Workshop on Semantic Evaluation, 999-1003, 2019 | 23 | 2019 |
| Exploring Spanish Corpora for Portuguese Coreference Resolution AF Cruz, G Rocha, HL Cardoso 2018 Fifth International Conference on Social Networks Analysis, Management …, 2018 | 22 | 2018 |
| Coreference Resolution: Toward End-to-End and Cross-Lingual Systems A Ferreira Cruz, G Rocha, H Lopes Cardoso Information 11 (2), 74, 2020 | 20 | 2020 |
| On Sentence Representations for Propaganda Detection: From Handcrafted Features to Word Embeddings AF Cruz, G Rocha, HL Cardoso EMNLP Workshop on NLP for Internet Freedom (NLP4IF) 2019, 107-112, 2019 | 20 | 2019 |
| On document representations for detection of biased news articles AF Cruz, G Rocha, HL Cardoso ACM SAC 2020, 892-899, 2020 | 15 | 2020 |
| Unprocessing Seven Years of Algorithmic Fairness AF Cruz, M Hardt ICLR 2024, 2024 | 11 | 2024 |
| Understanding Unfairness in Fraud Detection through Model and Data Bias Interactions J Pombal, AF Cruz, J Bravo, P Saleiro, MAT Figueiredo, P Bizarro KDD'22 Workshop on Machine Learning in Finance, 2022 | 11 | 2022 |
| Fairness-Aware Hyperparameter Optimization AMF da Cruz University of Porto, 2020 | 4 | 2020 |
| Model-agnostic approach to interpreting sequence predictions JPB Sousa, P dos Santos Saleiro, AMF da Cruz, PGSR Bizarro US Patent App. 17/500,310, 2022 | 3 | 2022 |
| Evaluating language models as risk scores AF Cruz, M Hardt, C Mendler-Dünner NeurIPS 2024, 2024 | 1 | 2024 |
| Obtaining a generated dataset with a predetermined bias for evaluating algorithmic fairness of a machine learning model SGP Jesus, DMR dos Santos Marques, JMPRC Pombal, AMF da Cruz, ... US Patent 11,734,612, 2023 | 1 | 2023 |
| Constrained optimization for gradient boosting machines AMF da Cruz, CG Belém, P dos Santos Saleiro, PGSR Bizarro, ... US Patent App. 17/825,885, 2023 | 1 | 2023 |
| Bandit-based techniques for fairness-aware hyperparameter optimization AMF da Cruz, P dos Santos Saleiro, PGSR Bizarro, ... US Patent App. 17/370,747, 2022 | | 2022 |
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