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André F. Cruz
André F. Cruz
Other namesAndré 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
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
632021
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
202019
Exploring Spanish Corpora for Portuguese Coreference Resolution
AF Cruz, G Rocha, HL Cardoso
2018 Fifth International Conference on Social Networks Analysis, Management …, 2018
202018
Promoting Fairness through Hyperparameter Optimization
AF Cruz, P Saleiro, C Belém, C Soares, P Bizarro
2021 IEEE International Conference on Data Mining (ICDM), 2021
182021
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
182019
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
162022
Coreference Resolution: Toward End-to-End and Cross-Lingual Systems
A Ferreira Cruz, G Rocha, H Lopes Cardoso
Information 11 (2), 74, 2020
152020
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
132020
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
102023
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
9*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
42022
Fairness-Aware Hyperparameter Optimization
AMF da Cruz
University of Porto, 2020
42020
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
42019
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
22022
Unprocessing Seven Years of Algorithmic Fairness
AF Cruz, M Hardt
The Twelfth International Conference on Learning Representations, ICLR 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
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
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
2022
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