Handling epistemic and aleatory uncertainties in probabilistic circuits

Federico Cerutti, Lance M. Kaplan, Angelika Kimmig, Murat Sensoy. Handling epistemic and aleatory uncertainties in probabilistic circuits. Machine Learning, 111(4):1259-1301, 2022. [doi]

@article{CeruttiKKS22,
  title = {Handling epistemic and aleatory uncertainties in probabilistic circuits},
  author = {Federico Cerutti and Lance M. Kaplan and Angelika Kimmig and Murat Sensoy},
  year = {2022},
  doi = {10.1007/s10994-021-06086-4},
  url = {https://doi.org/10.1007/s10994-021-06086-4},
  researchr = {https://researchr.org/publication/CeruttiKKS22},
  cites = {0},
  citedby = {0},
  journal = {Machine Learning},
  volume = {111},
  number = {4},
  pages = {1259-1301},
}