André Cruz

4 papers · 2019–2024 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14)

Conferences

ICLR (2) NIPS (1) SEMEVAL (1)

Top co-authors

Pedro Bizarro (2) Pedro Saleiro (2) Moritz Hardt (1) Catarina G Belém (1) Rita Ribeiro (1) Rui Sousa-Silva (1) Duarte Alves (1) Gil Rocha (1) João Gama (1) José Pombal (1)

Keywords

logistic regression (1) class imbalance (1) document classification (1) fraud detection (1) benchmark dataset (1) feature engineering (1) tabular datum (1) fairness evaluation (1) data bia (1) tabular dataset (1)

Papers

Unprocessing Seven Years of Algorithmic Fairness ICLR 2024

FairGBM: Gradient Boosting with Fairness Constraints ICLR 2023

Turning the Tables: Biased, Imbalanced, Dynamic Tabular Datasets for ML Evaluation NIPS 2022

Team Fernando-Pessa at SemEval-2019 Task 4: Back to Basics in Hyperpartisan News Detection SEMEVAL 2019