David Martens
Universiteit Antwerpen
H-index: 43
Europe-Belgium
Top articles of David Martens
Beyond Accuracy-Fairness: Stop evaluating bias mitigation methods solely on between-group metrics
arXiv preprint arXiv:2401.13391
2024/1/24
Toon Calders
H-Index: 25
David Martens
H-Index: 31
Manipulation Risks in Explainable AI: The Implications of the Disagreement Problem
arXiv preprint arXiv:2306.13885
2023/6/24
David Martens
H-Index: 31
Calculating and Visualizing Counterfactual Feature Importance Values
arXiv preprint arXiv:2306.06506
2023/6/10
David Martens
H-Index: 31
Unveiling the Potential of Counterfactuals Explanations in Employability
arXiv preprint arXiv:2305.10069
2023/5/17
David Martens
H-Index: 31
Disagreement amongst counterfactual explanations: How transparency can be deceptive
2023/4/25
David Martens
H-Index: 31
Nice: an algorithm for nearest instance counterfactual explanations
Data mining and knowledge discovery
2023/4/7
Pieter Leyman
H-Index: 5
David Martens
H-Index: 31
How Can IJDS Authors, Reviewers, and Editors Use (and Misuse) Generative AI?
INFORMS Journal on Data Science
2023/4
Monetizing explainable ai: A double-edged sword
arXiv preprint arXiv:2304.06483
2023/3/27
Explainability methods to detect and measure discrimination in machine learning models
2023
David Martens
H-Index: 31
Toon Calders
H-Index: 25
The Impact of Cloaking Digital Footprints on User Privacy and Personalization
arXiv preprint arXiv:2312.15000
2023/12/22
Foster Provost
H-Index: 42
David Martens
H-Index: 31
Tell Me a Story! Narrative-Driven XAI with Large Language Models
arXiv preprint arXiv:2309.17057
2023/9/29
David Martens
H-Index: 31
Explainable AI for operational research: A defining framework, methods, applications, and a research agenda
2023/9/22
A model-agnostic and data-independent tabu search algorithm to generate counterfactuals for tabular, image, and text data
European Journal of Operational Research
2023/8/24
Kenneth Sörensen
H-Index: 33
David Martens
H-Index: 31
The privacy issue of counterfactual explanations: explanation linkage attacks
ACM Transactions on Intelligent Systems and Technology
2023/8/12
Kenneth Sörensen
H-Index: 33
David Martens
H-Index: 31
The non-linear nature of the cost of comprehensibility
Journal of Big Data
2022/12
David Martens
H-Index: 31
How sustainable is" common" data science in terms of power consumption?
arXiv preprint arXiv:2207.01934
2022/7/5
David Martens
H-Index: 31
Explainable image classification with evidence counterfactual
2022/5
David Martens
H-Index: 31
Barriers to academic data science research in the new realm of algorithmic behaviour modification by digital platforms
2022/4
Data science ethics: concepts, techniques, and cautionary tales
2022/3/24
David Martens
H-Index: 31
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