Maarten Buyl
5 papers · 2020–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (12) 🏃 Academic Marathon (6)
🏆
Grand Slam
Conferences
NIPS (2)
AAAI (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
link prediction
(1)
algorithmic fairness
(1)
binary classification
(1)
optimal transport
(1)
bias mitigation
(1)
fairness constraint
(1)
algorithmic bia
(1)
demographic parity
(1)
classifier calibration
(1)
bayesian method
(1)
network embedding
(1)
causal modeling
(1)
debiased representation
(1)
fairness benchmarking
(1)
neurosymbolic learning
(1)
probabilistic logic programming
(1)
fairness-accuracy trade-off
(1)
preprocessing fairness
(1)
inprocessing fairness
(1)
probability classifier
(1)
Papers
ProbLog4Fairness: A Neurosymbolic Approach to Modeling and Mitigating Bias
AAAI 2026
ABCFair: an Adaptable Benchmark approach for Comparing Fairness Methods
NIPS 2024
fairret: a Framework for Differentiable Fairness Regularization Terms
ICLR 2024
Optimal Transport of Classifiers to Fairness
NIPS 2022
DeBayes: a Bayesian Method for Debiasing Network Embeddings
ICML 2020