Differentially Private and Federated Structure Learning in Bayesian Networks
arXiv:2512.01708v2 Announce Type: replace-cross
Abstract: Learning the structure of a Bayesian network from decentralized data poses two major challenges: (i) ensuring rigorous privacy guarantees for participants, and (ii) avoiding communication costs…