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André F. Cruz
André F. Cruz
Other namesAndré Cruz, André Ferreira Cruz
PhD Student @ Max Planck Institute for Intelligent Systems
Verified email at tuebingen.mpg.de - Homepage
Title
Cited by
Cited by
Year
TimeSHAP: Explaining Recurrent Models through Sequence Perturbations
J Bento, P Saleiro, AF Cruz, MAT Figueiredo, P Bizarro
KDD 2021, 2565–2573, 2021
1052021
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, ...
NeurIPS 2022, 33563-33575, 2022
442022
FairGBM: Gradient Boosting with Fairness Constraints
AF Cruz, C Belém, J Bravo, P Saleiro, P Bizarro
ICLR 2023, 2023
29*2023
Promoting Fairness through Hyperparameter Optimization
AF Cruz, P Saleiro, C Belém, C Soares, P Bizarro
2021 IEEE International Conference on Data Mining (ICDM), 2021
292021
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
232019
Exploring Spanish Corpora for Portuguese Coreference Resolution
AF Cruz, G Rocha, HL Cardoso
2018 Fifth International Conference on Social Networks Analysis, Management …, 2018
222018
Coreference Resolution: Toward End-to-End and Cross-Lingual Systems
A Ferreira Cruz, G Rocha, H Lopes Cardoso
Information 11 (2), 74, 2020
202020
On Sentence Representations for Propaganda Detection: From Handcrafted Features to Word Embeddings
AF Cruz, G Rocha, HL Cardoso
EMNLP Workshop on NLP for Internet Freedom (NLP4IF) 2019, 107-112, 2019
202019
On document representations for detection of biased news articles
AF Cruz, G Rocha, HL Cardoso
ACM SAC 2020, 892-899, 2020
152020
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
13*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
122022
Unprocessing Seven Years of Algorithmic Fairness
AF Cruz, M Hardt
ICLR 2024, 2024
102024
Fairness-Aware Hyperparameter Optimization
AMF da Cruz
University of Porto, 2020
42020
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
32022
Evaluating language models as risk scores
AF Cruz, M Hardt, C Mendler-Dünner
NeurIPS 2024, 2024
12024
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
12023
Constrained optimization for gradient boosting machines
AMF da Cruz, CG Belém, P dos Santos Saleiro, PGSR Bizarro, ...
US Patent App. 17/825,885, 2023
12023
Bandit-based techniques for fairness-aware hyperparameter optimization
AMF da Cruz, P dos Santos Saleiro, PGSR Bizarro, ...
US Patent App. 17/370,747, 2022
2022
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