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All publications by André Martins
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An Augmented Lagrangian Approach to Constrained MAP Inference
Pedro Aguiar, Eric P. Xing, Mário Figueiredo, Noah A. Smith and André Martins
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Online Learning of Structured Predictors with Multiple Kernels
André Martins, Noah A. Smith, Eric P. Xing, Pedro Aguiar and Mário Figueiredo
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-11), 2011


Nonextensive Information Theoretic Kernels on Measures
André Martins, Noah A. Smith, Eric P. Xing, Pedro Aguiar and Mário Figueiredo
Journal of Machine Learning Research, 2009


Polyhedral outer approximations with application to natural language parsing
André Martins, Noah A. Smith and Eric P. Xing
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Nonextensive entropic kernels
André Martins, Mário Figueiredo, Pedro Aguiar, Noah A. Smith and Eric P. Xing
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008