André Ferreira Cruz

According to our database, André Ferreira Cruz authored at least 10 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

FairGBM: Gradient Boosting with Fairness Constraints.

André Ferreira Cruz, Catarina Belém, João Bravo, Pedro Saleiro, Pedro Bizarro

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Understanding Unfairness in Fraud Detection through Model and Data Bias Interactions.

José Pombal, André Ferreira Cruz, João Bravo, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro

CoRR, 2022

Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation.

Sérgio M. Jesus, José Pombal, Duarte Alves, André Ferreira Cruz, Pedro Saleiro, Rita P. Ribeiro, João Gama, Pedro Bizarro

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

TimeSHAP: Explaining Recurrent Models through Sequence Perturbations.

João Bento, Pedro Saleiro, André Ferreira Cruz, Mário A. T. Figueiredo, Pedro Bizarro

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Promoting Fairness through Hyperparameter Optimization.

André Ferreira Cruz, Pedro Saleiro, Catarina Belém, Carlos Soares, Pedro Bizarro

Proceedings of the IEEE International Conference on Data Mining, 2021

2020

Coreference Resolution: Toward End-to-End and Cross-Lingual Systems.

André Ferreira Cruz, Gil Rocha, Henrique Lopes Cardoso

Inf., 2020

A Bandit-Based Algorithm for Fairness-Aware Hyperparameter Optimization.

André Ferreira Cruz, Pedro Saleiro, Catarina Belém, Carlos Soares, Pedro Bizarro

CoRR, 2020

On document representations for detection of biased news articles.

André Ferreira Cruz, Gil Rocha, Henrique Lopes Cardoso

Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

2019

Team Fernando-Pessa at SemEval-2019 Task 4: Back to Basics in Hyperpartisan News Detection.

André Ferreira Cruz, Gil Rocha, Rui Sousa-Silva, Henrique Lopes Cardoso

Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

2018

Exploring Spanish Corpora for Portuguese Coreference Resolution.

André Ferreira Cruz, Gil Rocha, Henrique Lopes Cardoso

Proceedings of the Fifth International Conference on Social Networks Analysis, 2018