On Theoretical Properties of Sum-Product Networks

Robert Peharz, Sebastian Tschiatschek, Franz Pernkopf, Pedro M. Domingos. On Theoretical Properties of Sum-Product Networks. In Guy Lebanon, S. V. N. Vishwanathan, editors, Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, AISTATS 2015, San Diego, California, USA, May 9-12, 2015. Volume 38 of JMLR Proceedings, JMLR.org, 2015. [doi]

@inproceedings{PeharzTPD15,
  title = {On Theoretical Properties of Sum-Product Networks},
  author = {Robert Peharz and Sebastian Tschiatschek and Franz Pernkopf and Pedro M. Domingos},
  year = {2015},
  url = {http://jmlr.org/proceedings/papers/v38/peharz15.html},
  researchr = {https://researchr.org/publication/PeharzTPD15},
  cites = {0},
  citedby = {0},
  booktitle = {Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, AISTATS 2015, San Diego, California, USA, May 9-12, 2015},
  editor = {Guy Lebanon and S. V. N. Vishwanathan},
  volume = {38},
  series = {JMLR Proceedings},
  publisher = {JMLR.org},
}