Concepedia

Hilde Weerts

HW

5

Publications

221

Citations

5

H-Index

2019

Active since

Affiliations

Eindhoven University of Technology(Current)

Hilde Weerts is an author at Eindhoven University of Technology specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningArtificial IntelligenceData ScienceIntelligent SystemsPredictive AnalyticsSoftware TestingKnowledge DiscoveryAlgorithmic Fairness

Publications per year

2019–2024

5

Publications

5

Importance of Tuning Hyperparameters of Machine Learning Algorithms

Hilde Weerts, Andreas Mueller, Joaquin Vanschoren · arXiv (Cornell University) · 2020 · 112 citations · Full text

Artificial Intelligence, Hyperparameter Estimation, Engineering +15

Fairlearn: Assessing and Improving Fairness of AI Systems

Hilde Weerts, R. J. Edgar, Adrin Jalali et al. · arXiv (Cornell University) · 2023 · 49 citations · Full text

Artificial Intelligence, Computational Social Science, Engineering +15

Algorithmic Unfairness through the Lens of EU Non-Discrimination Law

Hilde Weerts, Raphaële Xenidis, Fabien Tarissan et al. · 2023 · 23 citations · Full text

A Human-Grounded Evaluation of SHAP for Alert Processing

Hilde Weerts, Werner van Ipenburg, Mykola Pechenizkiy · arXiv (Cornell University) · 2019 · 20 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +21

Can Fairness be Automated? Guidelines and Opportunities for Fairness-aware AutoML

Hilde Weerts, Florian Pfisterer, Matthias Feurer et al. · Journal of Artificial Intelligence Research · 2024 · 17 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

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