עקוב אחר
Pedro Saleiro
Pedro Saleiro
Opnova
כתובת אימייל מאומתת בדומיין opnova.ai - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
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
4312018
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
144*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
1122021
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
472022
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
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
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
282021
FairGBM: Gradient Boosting with Fairness Constraints‏
AF Cruz, C Belém, S Jesus, J Bravo, P Saleiro, P Bizarro‏
International Conference on Learning Representations, 2023‏
272023
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
23*2020
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
POPmine: Tracking Political Opinion on the Web‏
P Saleiro, S Amir, MJ Silva, C Soares‏
IEEE International Conference on Computer and Information Technology …, 2015‏
212015
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
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
192024
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
המערכת אינה יכולה לבצע את הפעולה כעת. נסה שוב מאוחר יותר.
מאמרים 1–20