Joint work with @lucasvanpraet.bsky.social, @jessabekker.bsky.social, @robinmanhaeve.bsky.social, Pieter Delobelle, and Maaten Buyl. Find the preprint at:
arxiv.org/abs/2511.09768
arxiv.org
ProbLog4Fairness: A Neurosymbolic Approach to Modeling and Mitigating Bias
Operationalizing definitions of fairness is difficult in practice, as multiple definitions can be incompatible while each being arguably desirable. Instead, it may be easier to directly describe algor...