Robin Manhaeve
5 papers · 2018–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (12) π£ Hot Topic Early Bird
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Keywords
probabilistic logic programming
(4)
logical reasoning
(1)
knowledge representation
(1)
deep learning
(1)
probabilistic reasoning
(1)
end-to-end training
(1)
neuro-symbolic ai
(1)
algorithmic bia
(1)
neuro-symbolic learning
(1)
neural-symbolic learning
(1)
causal modeling
(1)
program induction
(1)
logical constraint
(1)
statistical relational ai
(1)
learning with reasoning
(1)
neural-symbolic ai
(1)
stochastic logic programming
(1)
stochastic definite clause grammar
(1)
stochastic logic program
(1)
definite clause grammar
(1)
Papers
ProbLog4Fairness: A Neurosymbolic Approach to Modeling and Mitigating Bias
AAAI 2026
Neural probabilistic logic programming in discrete-continuous domains
UAI 2023
DeepStochLog: Neural Stochastic Logic Programming
AAAI 2022
From Statistical Relational to Neuro-Symbolic Artificial Intelligence
IJCAI 2020
DeepProbLog: Neural Probabilistic Logic Programming
NeurIPS 2018