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All publications by Julian J. Mcauley
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Learning to Discover Social Circles in Ego Networks
Jure Leskovec and Julian J. Mcauley
Advances in Neural Information Processing Systems 25, 2012


Exploiting Data-Independence for Fast Belief-Propagation
Julian J. Mcauley and Tibério S. Caetano
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Exploiting Within-Clique Factorizations in Junction-Tree Algorithms
Julian J. Mcauley and Tibério S. Caetano
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


Exponential Family Graph Matching and Ranking
James Petterson, Jin Yu, Julian J. Mcauley and Tibério S. Caetano
Advances in Neural Information Processing Systems 22, 2009


Robust Near-Isometric Matching via Structured Learning of Graphical Models
Alex J. Smola, Julian J. Mcauley and Tibério S. Caetano
Advances in Neural Information Processing Systems 21, 2008


Learning high-order MRF priors of color images
Julian J. Mcauley, Tibério S. Caetano, Alex J. Smola and Matthias O. Franz
Proceedings of the 23th International Conference on Machine Learning (ICML-06), 2006