Research Explorer

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Researcher

Maarten Buyl

Publications & Research Data

Awards & Distinctions

16 Results

2025

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

fairret : a framework for differentiable fairness regularization terms

Marybeth DefranceMaarten BuylTijl 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

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

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