André Ferreira Cruz

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 14

Top Topics

Parameter Optimization

Syntactic And Semantic Features

Coreference Resolution

Pronominal Anaphora

Top Venues

Publications

André Ferreira Cruz, Catarina Belém, João Bravo, Pedro Saleiro, Pedro Bizarro
FairGBM: Gradient Boosting with Fairness Constraints. ICLR (2023)
André Ferreira Cruz, Catarina Belém, João Bravo, Pedro Saleiro, Pedro Bizarro
FairGBM: Gradient Boosting with Fairness Constraints. CoRR (2022)
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 (2022)
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 (2022)
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)
André Ferreira Cruz, Pedro Saleiro, Catarina Belém, Carlos Soares, Pedro Bizarro
Promoting Fairness through Hyperparameter Optimization. CoRR (2021)
João Bento, Pedro Saleiro, André Ferreira Cruz, Mário A. T. Figueiredo, Pedro Bizarro
TimeSHAP: Explaining Recurrent Models through Sequence Perturbations. KDD (2021)
André Ferreira Cruz, Pedro Saleiro, Catarina Belém, Carlos Soares, Pedro Bizarro
Promoting Fairness through Hyperparameter Optimization. ICDM (2021)
André Ferreira Cruz, Pedro Saleiro, Catarina Belém, Carlos Soares, Pedro Bizarro
A Bandit-Based Algorithm for Fairness-Aware Hyperparameter Optimization. CoRR (2020)
André Ferreira Cruz, Gil Rocha, Henrique Lopes Cardoso
On document representations for detection of biased news articles. SAC (2020)
André Ferreira Cruz, Gil Rocha, Henrique Lopes Cardoso
Coreference Resolution: Toward End-to-End and Cross-Lingual Systems. Inf. 11 (2) (2020)
João Bento, Pedro Saleiro, André Ferreira Cruz, Mário A. T. Figueiredo, Pedro Bizarro
TimeSHAP: Explaining Recurrent Models through Sequence Perturbations. CoRR (2020)
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)
André Ferreira Cruz, Gil Rocha, Henrique Lopes Cardoso
Exploring Spanish Corpora for Portuguese Coreference Resolution. SNAMS (2018)