@article {kimmig:mlj15, title = {Lifted graphical models: a survey}, journal = {Machine Learning Journal}, volume = {99}, number = {1}, year = {2015}, pages = {1{\textendash}45}, author = {Kimmig, Angelika and Mihalkova, Lilyana and Lise Getoor} } @article {kimmig:machinelearning2004, title = {Lifted graphical models: a survey}, journal = {Machine Learning}, year = {2014}, pages = {1-45}, keywords = {First-order probabilistic models, Lifted inference and learning, Par-factor graphs, Probabilistic programming, Statistical relational learning, Templated graphical models}, author = {Kimmig, Angelika and Mihalkova, Lilyana and Lise Getoor} } @article {getoor:sdm11tutorial, title = {Exploiting Statistical and Relational Information on the Web and in Social Media}, year = {2011}, keywords = {Statistical relational learning, social media, tutorial, web}, author = {Lise Getoor and Mihalkova, Lilyana} } @conference {mihalkova:wsdm-wkshop11, title = {Learning to Predict Web Collaborations}, booktitle = {WSDM Workshop on User Modeling for Web Applications}, year = {2011}, author = {Mihalkova, Lilyana and Moustafa, Walaa Eldin and Lise Getoor} } @unpublished {mihalkova:arxive11, title = {Lifted Graphical Models: A Survey}, year = {2011}, note = {Arxiv preprint arXiv:1107.4966v2}, author = {Mihalkova, Lilyana and Lise Getoor} } @conference {bilgic:icml10, title = {Active Learning for Networked Data}, booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10)}, year = {2010}, author = {Bilgic, Mustafa and Mihalkova, Lilyana and Lise Getoor} } @conference {broecheler:uai10, title = {Probabilistic Similarity Logic}, booktitle = {Conference on Uncertainty in Artificial Intelligence}, year = {2010}, author = {Broecheler, Matthias and Mihalkova, Lilyana and Lise Getoor} }