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Julien Mairal has won several awards for his PhD thesis "Sparse Coding for Machine Learning, Image Processing and Computer Vision": the 2010 AFRIF PhD thesis award, the 2011 EADS award for best PhD thesis in computer science, and an honorable mention for the 2011 Gilles Kahn PhD thesis award.

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