Research Explorer

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Researcher

Marybeth Defrance

Publications & Research Data

Awards & Distinctions

10 Results

2025

ABCFair : an adaptable benchmark approach for comparing fairness methods

Marybeth DefranceMaarten BuylTijl De Bie

Biased heritage : how datasets shape models in facial expression recognition

Iris Dominguez-CatenaDaniel PaternainMikel GalarMarybeth DefranceMaarten BuylTijl De Bie

Maximal combinations of fairness definitions

Marybeth DefranceTijl De Bie

A1 Journal Article in JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH

2024

ABCFair : an adaptable benchmark approach for comparing fairness methods

Marybeth DefranceMaarten BuylTijl De Bie

BiMi sheets for bias mitigation methods

Marybeth DefranceMaarten BuylGuillaume BiedJefrey LijffijtTijl De Bie

Fairness in AI : two philosophies or just one?

Marybeth Defrance

FAIRRET : a framework for differentiable fairness regularization terms

Maarten BuylMarybeth DefranceTijl De Bie

fairret : a framework for differentiable fairness regularization terms

Marybeth DefranceMaarten BuylTijl De Bie

2023

Fairret : a framework for differentiable fairness regularization terms

Maarten BuylMarybeth DefranceTijl De Bie

Maximal fairness

Marybeth DefranceTijl De Bie