André Ferreira Cruz

14 papers A* 4Misc 1Journal 7Unranked 2
YearRankTypeTitle / Venue / Authors
2023 A* conf
FairGBM: Gradient Boosting with Fairness Constraints.
ICLR
André Ferreira Cruz, Catarina G. Belém, João Bravo, Pedro Saleiro, Pedro Bizarro
2022 J jnl
FairGBM: Gradient Boosting with Fairness Constraints.
CoRR
André Ferreira Cruz, Catarina G. Belém, João Bravo, Pedro Saleiro, Pedro Bizarro
2022 A* conf
Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation.
NeurIPS
Sérgio M. Jesus, José Pombal, Duarte M. Alves, André Ferreira Cruz, Pedro Saleiro, Rita P. Ribeiro, João Gama, Pedro Bizarro
2022 J jnl
Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation.
CoRR
Sérgio M. Jesus, José Pombal, Duarte M. Alves, André Ferreira Cruz, Pedro Saleiro, Rita P. Ribeiro, João Gama, Pedro Bizarro
2022 J jnl
Understanding Unfairness in Fraud Detection through Model and Data Bias Interactions.
CoRR
José Pombal, André Ferreira Cruz, João Bravo, Pedro Saleiro, Mário A. T. Figueiredo, Pedro Bizarro
2021 A* conf
Promoting Fairness through Hyperparameter Optimization.
ICDM
André Ferreira Cruz, Pedro Saleiro, Catarina G. Belém, Carlos Soares, Pedro Bizarro
2021 J jnl
Promoting Fairness through Hyperparameter Optimization.
CoRR
André Ferreira Cruz, Pedro Saleiro, Catarina G. Belém, Carlos Soares, Pedro Bizarro
2021 A* conf
TimeSHAP: Explaining Recurrent Models through Sequence Perturbations.
KDD
João Bento, Pedro Saleiro, André Ferreira Cruz, Mário A. T. Figueiredo, Pedro Bizarro
2020 J jnl
A Bandit-Based Algorithm for Fairness-Aware Hyperparameter Optimization.
CoRR
André Ferreira Cruz, Pedro Saleiro, Catarina G. Belém, Carlos Soares, Pedro Bizarro
2020 J jnl
Coreference Resolution: Toward End-to-End and Cross-Lingual Systems.
Inf.
André Ferreira Cruz, Gil Rocha, Henrique Lopes Cardoso
2020 Misc conf
On document representations for detection of biased news articles.
SAC
André Ferreira Cruz, Gil Rocha, Henrique Lopes Cardoso
2020 J jnl
TimeSHAP: Explaining Recurrent Models through Sequence Perturbations.
CoRR
João Bento, Pedro Saleiro, André Ferreira Cruz, Mário A. T. Figueiredo, Pedro Bizarro
2019 — conf
Team Fernando-Pessa at SemEval-2019 Task 4: Back to Basics in Hyperpartisan News Detection.
SemEval@NAACL-HLT
André Ferreira Cruz, Gil Rocha, Rui Sousa-Silva, Henrique Lopes Cardoso
2018 — conf
Exploring Spanish Corpora for Portuguese Coreference Resolution.
SNAMS
André Ferreira Cruz, Gil Rocha, Henrique Lopes Cardoso