Research Explorer

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Researcher

Maarten Buyl

Awards & Distinctions

18 Results

2025

ABCFair: an Adaptable Benchmark approach for Comparing Fairness methods

Marybeth DefranceMaarten BuylTijl De Bie

AI alignment at your discretion

Maarten BuylHadi KhalafClaudio Mayrink VerdunLucas Monteiro PaesCaio C. Vieira MachadoFlavio du Pin Calmon

Biased heritage : how datasets shape models in facial expression recognition

Iris Dominguez-CatenaDaniel PaternainMikel GalarMarybeth DefranceMaarten BuylTijl De Bie

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

Exploring the performance of continuous-time dynamic link prediction algorithms

Raphaël RomeroMaarten BuylTijl De BieJefrey Lijffijt

A1 Journal Article in APPLIED SCIENCES-BASEL

FAIRRET : a framework for differentiable fairness regularization terms

Maarten BuylMarybeth DefranceTijl De Bie

Inherent limitations of AI fairness

Maarten BuylTijl De Bie

A1 Journal Article in COMMUNICATIONS OF THE ACM

KamerRaad : enhancing information retrieval in Belgian national politics through hierarchical summarization and conversational interfaces

Alexander RogiersMaarten BuylBo KangTijl De Bie

fairret : a framework for differentiable fairness regularization terms

Marybeth DefranceMaarten BuylTijl De Bie

2023

Fairness regularization in machine learning : methods and limitations

Maarten BuylTijl De BieJefrey Lijffijt

Fairret : a framework for differentiable fairness regularization terms

Maarten BuylMarybeth DefranceTijl De Bie

RankFormer : listwise learning-to-rank using listwide labels

Maarten BuylPaul MissaultPierre-Antoine Sondag

2022

Inherent limitations of AI fairness

Maarten BuylTijl De Bie

Optimal transport of classifiers to fairness

Maarten BuylTijl De Bie

Tackling algorithmic disability discrimination in the hiring process : an ethical, legal and technical analysis

Maarten BuylChristina CociancigCristina FrattoneNele Roekens

2021

The KL-divergence between a graph model and its fair I-projection as a fairness regularizer

Maarten BuylTijl De Bie

2020

DeBayes : a Bayesian method for debiasing network embeddings

Maarten BuylTijl De Bie