Lifting Factor Graphs with Some Unknown Factors

Author:

Luttermann MalteORCID,Möller RalfORCID,Gehrke MarcelORCID

Publisher

Springer Nature Switzerland

Reference15 articles.

1. Ahmadi, B., Kersting, K., Mladenov, M., Natarajan, S.: Exploiting symmetries for scaling loopy belief propagation and relational training. Mach. Learn. 92, 91–132 (2013)

2. Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence);T Braun,2016

3. De Salvo Braz, R., Amir, E., Roth, D.: Lifted first-order probabilistic inference. In: Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence (IJCAI-05), pp. 1319–1325. Morgan Kaufmann Publishers Inc. (2005)

4. De Salvo Braz, R., Amir, E., Roth, D.: MPE and partial inversion in lifted probabilistic variable elimination. In: Proceedings of the Twenty-First National Conference on Artificial Intelligence (AAAI-06), pp. 1123–1130. AAAI Press (2006)

5. Gehrke, M., Möller, R., Braun, T.: Taming reasoning in temporal probabilistic relational models. In: Proceedings of the Twenty-Fourth European Conference on Artificial Intelligence (ECAI-20), pp. 2592–2599. IOS Press (2020)

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