Maarten Buyl
5 papers · 2020–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🏆
Grand Slam
Venues
Top co-authors
Research topics
Keywords
link prediction
(1)
algorithmic fairness
(1)
binary classification
(1)
optimal transport
(1)
automatic differentiation
(1)
bias mitigation
(1)
fairness constraint
(1)
algorithmic bia
(1)
demographic parity
(1)
neuro-symbolic learning
(1)
classifier calibration
(1)
bayesian method
(1)
network embedding
(1)
in-processing fairness
(1)
causal modeling
(1)
fairness regularization
(1)
bias quantification
(1)
debiased representation
(1)
fairness benchmarking
(1)
probabilistic logic programming
(1)
Papers
ProbLog4Fairness: A Neurosymbolic Approach to Modeling and Mitigating Bias
AAAI 2026
ABCFair: an Adaptable Benchmark approach for Comparing Fairness Methods
NeurIPS 2024
fairret: a Framework for Differentiable Fairness Regularization Terms
ICLR 2024
Optimal Transport of Classifiers to Fairness
NeurIPS 2022
DeBayes: a Bayesian Method for Debiasing Network Embeddings
ICML 2020