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ORCIDAndré Ferreira Cruz
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2020 – today
- 2023
[c7]André Ferreira Cruz
, Catarina G. Belém, João Bravo, Pedro Saleiro, Pedro Bizarro:
FairGBM: Gradient Boosting with Fairness Constraints. ICLR 2023- 2022
- [c6]Sérgio M. Jesus, José Pombal, Duarte Alves, André Ferreira Cruz, Pedro Saleiro, Rita P. Ribeiro, João Gama, Pedro Bizarro:
Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation. NeurIPS 2022 - [i6]José Pombal, André Ferreira Cruz, João Bravo, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro:
Understanding Unfairness in Fraud Detection through Model and Data Bias Interactions. CoRR abs/2207.06273 (2022) - [i5]André Ferreira Cruz, Catarina G. Belém, João Bravo, Pedro Saleiro, Pedro Bizarro:
FairGBM: Gradient Boosting with Fairness Constraints. CoRR abs/2209.07850 (2022) - [i4]Sérgio M. Jesus, José Pombal, Duarte Alves, André Ferreira Cruz, Pedro Saleiro, Rita P. Ribeiro, João Gama, Pedro Bizarro:
Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation. CoRR abs/2211.13358 (2022) - 2021
- [c5]André Ferreira Cruz, Pedro Saleiro, Catarina G. Belém, Carlos Soares, Pedro Bizarro:
Promoting Fairness through Hyperparameter Optimization. ICDM 2021: 1036-1041 - [c4]João Bento, Pedro Saleiro, André Ferreira Cruz, Mário A. T. Figueiredo, Pedro Bizarro:
TimeSHAP: Explaining Recurrent Models through Sequence Perturbations. KDD 2021: 2565-2573 - [i3]André Ferreira Cruz, Pedro Saleiro, Catarina G. Belém, Carlos Soares, Pedro Bizarro:
Promoting Fairness through Hyperparameter Optimization. CoRR abs/2103.12715 (2021) - 2020
- [j1]André Ferreira Cruz, Gil Rocha, Henrique Lopes Cardoso:
Coreference Resolution: Toward End-to-End and Cross-Lingual Systems. Inf. 11(2): 74 (2020) - [c3]André Ferreira Cruz, Gil Rocha, Henrique Lopes Cardoso:
On document representations for detection of biased news articles. SAC 2020: 892-899 - [i2]André Ferreira Cruz, Pedro Saleiro, Catarina G. Belém, Carlos Soares, Pedro Bizarro:
A Bandit-Based Algorithm for Fairness-Aware Hyperparameter Optimization. CoRR abs/2010.03665 (2020) - [i1]João Bento, Pedro Saleiro, André Ferreira Cruz, Mário A. T. Figueiredo, Pedro Bizarro:
TimeSHAP: Explaining Recurrent Models through Sequence Perturbations. CoRR abs/2012.00073 (2020)
2010 – 2019
- 2019
- [c2]André Ferreira Cruz, Gil Rocha, Rui Sousa-Silva, Henrique Lopes Cardoso:
Team Fernando-Pessa at SemEval-2019 Task 4: Back to Basics in Hyperpartisan News Detection. SemEval@NAACL-HLT 2019: 999-1003 - 2018
- [c1]André Ferreira Cruz, Gil Rocha, Henrique Lopes Cardoso:
Exploring Spanish Corpora for Portuguese Coreference Resolution. SNAMS 2018: 290-295
Coauthor Index
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