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All publications by Mário Figueiredo
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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


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


Clustering Under Prior Knowledge with Application to Image Segmentation
Dong S. Cheng, Vittorio Murino and Mário Figueiredo
Advances in Neural Information Processing Systems 19, 2006


Inferring Network Structure from Co-Occurrences
Michael G. Rabbat, Mário Figueiredo and Robert Nowak
Advances in Neural Information Processing Systems 19, 2006


On Semi-Supervised Classification
Balaji Krishnapuram, David Williams, Ya Xue, Lawrence Carin, Mário Figueiredo and Alexander J. Hartemink
Advances in Neural Information Processing Systems 17, 2004


Feature Selection in Mixture-Based Clustering
Martin H. Law, Anil K. Jain and Mário Figueiredo
Advances in Neural Information Processing Systems 15, 2002


Adaptive Sparseness Using Jeffreys Prior
Mário Figueiredo
Advances in Neural Information Processing Systems 14, 2001