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Julien Mairal - Short Courses and Tutorials
2024 Course at AlgoSB autumn school on Deep Machine Learning for Science. Cargese, 2024.
2022 Course at Geilo summer school on Optimization Large-Scale Optimization for Machine Learning. Geilo, 2022.
2019 Course at OBA summer school Large-Scale Optimization for Machine Learning. Veroli, 2019.
2019 Invited Tutorial at IEEE Data Science Workshop on Large-Scale Optimization for Machine Learning. Minneapolis, 2019.
2018 Course at YSU – ISTC Joint Summer School on Machine Learning Part I, Part II, Part III, Yerevan, 2018.
2018–2019 Large-Scale Optimization for Machine Learning. PAISS 2018 and QBI 2019.
2018 Optimization for Machine Learning and Sparse Estimation Part I, Part II, Part III. SMAI-Mode, Autrans.
2018 Optimization for large-scale machine learning. Mascot-Num, Nantes.
2017–2018 Foundations of deep learning from a kernel point of view.
2010–2017 Sparse Estimation for Image and Vision Processing.
SPARS’17 summer school, Lisbon, 2017.
PSL University. 2014, 2015, 2016, and 2017.
summer school CIMI, Toulouse, 2015.
summer school BigOptim, Grenoble, 2015.
DENIS summer school, Tampere, Finland, 2014.
CVML summer school, Grenoble, 2010.
ERMITES summer school, Hyeres, 2010.
2016 Lecturer at the summer school MAESTRA, Ohrid, Macedonia. Videos
2013 Optimization for Sparse Estimation and Structured Sparsity IMA Short Course “Applied Statistics and Machine Learning”, Minneapolis, 2013. The video (part I), and part II.
2010 Tutorial on Sparse Coding and Dictionary Learning for Image Analysis. CVPR 2010. San Francisco
2009 Tutorial on Sparse Coding and Dictionary Learning for Image Analysis. ICCV 2009. Kyoto. Japan.
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