Publications

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Publications of Guillaume Obozinski

Articles in journal or book chapters

  • R. Jenatton, J. Mairal, G. Obozinski, and F. Bach. Proximal Methods for Hierachichal Sparse Coding. Journal of Machine Learning Research, 12:2297-2334, 2011.


Conference articles

  • P. Gronat, G. Obozinski, J. Sivic, and T Pajdla. Learning per-location classifiers for visual place recognition. In IEEE Conference on Computer Vision and Pattern Recognition, 2013.


  • R. Jenatton, J. Mairal, G. Obozinski, and F. Bach. Proximal Methods for Sparse Hierachichal Dictionary Learning. In International Conference on Machine Learning, 2010.


  • R. Jenatton, G. Obozinski, and F. Bach. Structured sparse principal component analysis. In International Conference on Artificial Intelligence and Statistics (AISTATS), 2010.


  • J. Mairal, R. Jenatton, G. Obozinski, and F. Bach. Network Flow Algorithms for Structured Sparsity. In Advances in Neural Information Processing Systems, 2010.



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