Lifted graphical models: a survey

Author:

Kimmig Angelika,Mihalkova Lilyana,Getoor Lise

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Software

Reference191 articles.

1. Ahmadi, B., Kersting, K., Sanner, S. (2011). Multi-evidence lifted message passing, with application to PageRank and the Kalman filter. In: Proceedings of the 22nd International Joint Conference on Artificial Intelligence (IJCAI-11).

2. Ahmadi, B., Kersting, K., Natarajan, S. (2012). Lifted online training of relational models with stochastic gradient methods. In: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD-12).

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

4. Airoldi, E. M., Blei, D. M., Fienberg, S. E., & Xing, E. P. (2008). Mixed membership stochastic blockmodels. Journal of Machine Learning Research, 9, 1981–2014.

5. Apsel, U., Brafman, R. I. (2011). Extended lifted inference with joint formulas. In: Proceedings of the 27th Conference on Uncertainty in Artificial Intelligence (UAI-11).

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