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All publications by James Petterson
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Learning as MAP Inference in Discrete Graphical Models
Xianghang Liu, James Petterson and Tibério S. Caetano
Advances in Neural Information Processing Systems 25, 2012


Tighter Variational Representations of f-Divergences via Restriction to Probability Measures
Avraham Ruderman, Darío García-garcía, James Petterson and Mark D. Reid
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Submodular Multi-Label Learning
James Petterson and Tibério S. Caetano
Advances in Neural Information Processing Systems 24, 2011


Multitask Learning without Label Correspondences
Novi Quadrianto, James Petterson, Tibério S. Caetano, Alex J. Smola and S.v.n. Vishwanathan
Advances in Neural Information Processing Systems 23, 2010


Reverse Multi-Label Learning
James Petterson and Tibério S. Caetano
Advances in Neural Information Processing Systems 23, 2010


Word Features for Latent Dirichlet Allocation
James Petterson, Wray Buntine, Shravan M. Narayanamurthy, Tibério S. Caetano and Alex J. Smola
Advances in Neural Information Processing Systems 23, 2010


Hash Kernels for Structured Data
Qinfeng Shi, James Petterson, Gideon Dror, John Langford, S. Vishwanathan and Alex J. Smola
Journal of Machine Learning Research, 2009


Distribution Matching for Transduction
Novi Quadrianto, James Petterson and Alex J. Smola
Advances in Neural Information Processing Systems 22, 2009


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


Hash Kernels
Qinfeng Shi, James Petterson, Gideon Dror, John Langford, Alexander L. Strehl, Alex J. Smola and S.v.n. Vishwanathan
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics (AISTATS-09), 2009