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All publications by Jean Honorio
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A Unified Framework for Consistency of Regularized Loss Minimizers
Jean Honorio and Tommi Jaakkola
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Two-Sided Exponential Concentration Bounds for Bayes Error Rate and Shannon Entropy
Jean Honorio and Jaakkola Tommi
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Convergence Rates of Biased Stochastic Optimization for Learning Sparse Ising Models
Jean Honorio
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Variable Selection for Gaussian Graphical Models
Jean Honorio, Dimitris Samaras, Irina Rish and Guillermo A. Cecchi
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Multi-Task Learning of Gaussian Graphical Models
Jean Honorio and Dimitris Samaras
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Sparse and Locally Constant Gaussian Graphical Models
Jean Honorio, Dimitris Samaras, Nikos Paragios, Rita Goldstein and Luis E. Ortiz
Advances in Neural Information Processing Systems 22, 2009