Hilde J. P. Weerts | DeepAI

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Mykola Pechenizkiy
71 publications
Joaquin Vanschoren
43 publications
Werner van Ipenburg
4 publications
Andreas C. Mueller
1 publication

∙ 05/12/2021

An Introduction to Algorithmic Fairness

In recent years, there has been an increasing awareness of both the publ...

0 Hilde J. P. Weerts, et al. ∙

∙ 07/15/2020

Importance of Tuning Hyperparameters of Machine Learning Algorithms

The performance of many machine learning algorithms depends on their hyp...

0 Hilde J. P. Weerts, et al. ∙

∙ 07/07/2019

Case-Based Reasoning for Assisting Domain Experts in Processing Fraud Alerts of Black-Box Machine Learning Models

In many contexts, it can be useful for domain experts to understand to w...

0 Hilde J. P. Weerts, et al. ∙

∙ 07/07/2019

A Human-Grounded Evaluation of SHAP for Alert Processing

In the past years, many new explanation methods have been proposed to ac...

0 Hilde J. P. Weerts, et al. ∙

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