causality

Causal Routing for Unlearning
LLMs cannot forget the way we delete a file. Strangely, we are asked to remove something that was never put anywhere in particular. …
Bardh Prenkaj, Andrea D'Angelo, Davide Mottin, Federico Fontana, Davide Gabrielli, Paola Velardi, Stefano Faralli
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TabSCM: A practical Framework for Generating Realistic Tabular Data
Most tabular-data generators match marginal statistics yet ignore causal structure, leading downstream models to learn spurious or …
Sven Jacob, Bardh Prenkaj, Weijia Shao, Gjergji Kasneci
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