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Pedro Saleiro
Pedro Saleiro
Opnova
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Zitiert von
Jahr
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
4342018
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
146*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
1152021
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
482022
FairGBM: Gradient Boosting with Fairness Constraints
AF Cruz, C Belém, S Jesus, J Bravo, P Saleiro, P Bizarro
International Conference on Learning Representations, 2023
362023
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
332016
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
312017
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
292021
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
282022
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
272020
Laundrograph: Self-supervised graph representation learning for anti-money laundering
M Cardoso, P Saleiro, P Bizarro
Proceedings of the third ACM international conference on AI in finance, 130-138, 2022
262022
Bias and fairness
KT Rodolfa, P Saleiro, R Ghani
Big data and social science, 281-312, 2020
24*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
222015
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
221811
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
202024
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
202022
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
202013
Learning from the news: Predicting entity popularity on twitter
P Saleiro, C Soares
Advances in Intelligent Data Analysis XV: 15th International Symposium, IDA …, 2016
182016
TexRep: A Text Mining Framework for Online Reputation Monitoring
P Saleiro, EM Rodrigues, C Soares, E Oliveira
New Generation Computing, 1-25, 2017
162017
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
162016
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