André F. Cruz
André F. Cruz
Other namesAndré Cruz, André Ferreira Cruz
PhD Student @ Max Planck Institute for Intelligent Systems
Verified email at - Homepage
Cited by
Cited by
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
Promoting Fairness through Hyperparameter Optimization
AF Cruz, P Saleiro, C Belém, C Soares, P Bizarro
2021 IEEE International Conference on Data Mining (ICDM), 2021
On Sentence Representations for Propaganda Detection: From Handcrafted Features to Word Embeddings
AF Cruz, G Rocha, HL Cardoso
Proceedings of the Second Workshop on Natural Language Processing for …, 2019
Exploring Spanish Corpora for Portuguese Coreference Resolution
AF Cruz, G Rocha, HL Cardoso
2018 Fifth International Conference on Social Networks Analysis, Management …, 2018
Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation
S Jesus, J Pombal, D Alves, A Cruz, P Saleiro, R Ribeiro, J Gama, ...
Advances in Neural Information Processing Systems 35, 33563-33575, 2022
Team Fernando-Pessa at SemEval-2019 Task 4: Back to Basics in Hyperpartisan News Detection
A Cruz, G Rocha, R Sousa-Silva, HL Cardoso
Proceedings of the 13th International Workshop on Semantic Evaluation, 999-1003, 2019
Coreference Resolution: Toward End-to-End and Cross-Lingual Systems
A Ferreira Cruz, G Rocha, H Lopes Cardoso
Information 11 (2), 74, 2020
On document representations for detection of biased news articles
AF Cruz, G Rocha, HL Cardoso
Proceedings of the 35th Annual ACM Symposium on Applied Computing, 892-899, 2020
FairGBM: Gradient Boosting with Fairness Constraints
AF Cruz, C Belém, J Bravo, P Saleiro, P Bizarro
The Eleventh International Conference on Learning Representations, ICLR 2023, 2023
A Bandit-Based Algorithm for Fairness-Aware Hyperparameter Optimization
AF Cruz, P Saleiro, C Belém, C Soares, P Bizarro
ICLR-21 Workshop on Responsible AI, 2020
Understanding Unfairness in Fraud Detection through Model and Data Bias Interactions
J Pombal, AF Cruz, J Bravo, P Saleiro, MAT Figueiredo, P Bizarro
KDD'22 Workshop on Machine Learning in Finance, 2022
Fairness-Aware Hyperparameter Optimization
AMF da Cruz
University of Porto, 2020
HERMES: a Tool for Mesoscopic Simulation of Advanced Traveller Information Systems
A Cruz, E Carneiro, X Fontes, Z Kokkinogenis, RJF Rossetti
2019 IEEE International Smart Cities Conference (ISC2), 638-643, 2019
Model-agnostic approach to interpreting sequence predictions
JPB Sousa, P dos Santos Saleiro, AMF da Cruz, PGSR Bizarro
US Patent App. 17/500,310, 2022
Unprocessing Seven Years of Algorithmic Fairness
AF Cruz, M Hardt
The Twelfth International Conference on Learning Representations, ICLR 2024, 2024
Obtaining a generated dataset with a predetermined bias for evaluating algorithmic fairness of a machine learning model
SGP Jesus, DMR dos Santos Marques, JMPRC Pombal, AMF da Cruz, ...
US Patent 11,734,612, 2023
Constrained optimization for gradient boosting machines
AMF da Cruz, CG Belém, P dos Santos Saleiro, PGSR Bizarro, ...
US Patent App. 17/825,885, 2023
Bandit-based techniques for fairness-aware hyperparameter optimization
AMF da Cruz, P dos Santos Saleiro, PGSR Bizarro, ...
US Patent App. 17/370,747, 2022
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