Teaching

Kernel Methods in Machine Learning . African Master's in Machine Intelligence (AMMI), African Institute for Mathematical Sciences, M'bour, Senegal, 2023.
Nonlinear machine learning: kernel methods and deep learning . Introduction to machine learning course, Mines ParisTech, Paris, France, 2022.
Kernel Methods in Machine Learning . African Master's in Machine Intelligence (AMMI), African Institute for Mathematical Sciences, M'bour, Senegal, 2022.
Machine learning with Kernel methods . MVA Master: Mathematics, vision, machine learning master, ENS Paris Saclay, Saclay, France, 2021.
Machine learning with Kernel methods . MVA Master: Mathematics, vision, machine learning master, ENS Cachan, Cachan, France, 2020.
Kernel Methods in Machine Learning . African Master's in Machine Intelligence (AMMI), African Institute for Mathematical Sciences, Kigali, Rwanda, 2020.
Machine learning with Kernel methods . MVA Master: Mathematics, vision, machine learning master, ENS Cachan, Cachan, France, 2019.
Kernel Methods in Machine Learning . African Master's in Machine Intelligence (AMMI), African Institute for Mathematical Sciences, Kigali, Rwanda, 2019.
Large-scale machine learning and data mining . Machine learning master class, Mines ParisTech, Paris, France, 2018.
Machine learning with Kernel methods . MVA Master: Mathematics, vision, machine learning master, ENS Cachan, Cachan, France, 2018.
Large-scale machine learning and data mining . Machine learning master class, Mines ParisTech, Paris, France, 2017.
Machine learning in computational biology . Machine learning specialized course, ENSAE, Malakoff, France, 2017.
Machine learning with Kernel methods . MVA Master: Mathematics, vision, machine learning master, ENS Cachan, Cachan, France, 2017.
Machine learning . Computer science course, Ecole normale superieure, Paris, France, 2016.
Support vector machines and applications in computational biology . Biostatistics methods graduate course, UC Berkeley, Berkeley CA, USA, 2015.
Machine learning in computational biology . Machine learning specialized course, ENSAE, Malakoff, France, 2015.
Machine learning with Kernel methods . MVA Master: Mathematics, vision, machine learning master, ENS Cachan, Cachan, France, 2015.
Support vector machines, kernels, and applications in computational biology . Machine learning specialized course, Mines ParisTech, Paris, France, 2014.
Machine learning in computational biology . Machine learning specialized course, ENSAE, Malakoff, France, 2014.
Machine learning with Kernel methods . MVA Master: Mathematics, vision, machine learning master, ENS Cachan, Cachan, France, 2014.
Support vector machines, kernels, and applications in computational biology . Machine learning specialized course, Mines ParisTech, Paris, France, 2013.
Machine learning in computational biology . Machine learning specialized course, ENSAE, Malakoff, France, 2013.
Machine learning with Kernel methods . MVA Master: Mathematics, vision, machine learning master, ENS Cachan, Cachan, France, 2013.
Machine learning in computational biology . Machine learning specialized course, ENSAE, Malakoff, France, 2012.
Machine learning with Kernel methods . MVA Master: Mathematics, vision, machine learning master, ENS Cachan, Cachan, France, 2012.
Support vector machines, kernels, and applications in computational biology . Machine learning specialized course, Mines ParisTech, Paris, France, 2011.
Statistical Learning . STAFAV master: Statistique pour l'Afrique francophone, Gaston Berger University, Saint-Louis, Senegal, 2011.
Machine learning with Kernel methods . MVA Master: Mathematics, vision, machine learning master, ENS Cachan, Cachan, France, 2011.
Support vector machines, kernels, and applications in computational biology . Machine learning specialized course, Mines ParisTech, Paris, France, 2010.
Machine learning in computational and systems biology . Short course, Malaysia Genome Institute, Kajang, Selangor, Malaysia, 2010.
Machine learning with Kernel methods . MVA Master: Mathematics, vision, machine learning master, ENS Cachan, Cachan, France, 2010.
Supervised classification for structured data: applications in bio- and chemoinformatics . The analysis of patterns summer school, Pula Science Park, Cagliari, Italy, 2009.
Machine learning in bioinformatics and drug discovery . Biology of cellular systems graduate course, Ecole normale superieure, Paris, France, 2009.
Machine learning with Kernel methods . MVA Master: Mathematics, vision, machine learning master, ENS Cachan, Cachan, France, 2009.
Kernel methods . MVA Master: Mathematics, vision, machine learning master, ENS Cachan, Cachan, France, 2008.
Kernel methods . Master on Probability and Applications, Paris 6 University, Paris, France, 2007.
Kernel methods . MVA Master: Mathematics, vision, machine learning master, ENS Cachan, Cachan, France, 2007.
Kernel methods in computational biology . Master on Probability and Applications, Paris 6 University, Paris, France, 2006.
Nonlinear programming . PhD course, INSEAD, Fontainebleau, France, 2006.
Kernel methods in computational biology . MVA Master: Mathematics, vision, machine learning master, ENS Cachan, Cachan, France, 2006.
Kernel methods for computational biology and chemistry . Statistical Mathematics and Application courses, CIRM, Luminy, France, 2006.
Kernel methods in computational biology . Machine Learning Summer School (MLSS'06), Academia Sinica, Taipei, Taiwan, 2006.
SVM for strings and graphs . Short course, Telecom Paris, Paris, France, 2005.
Kernel methods in computational biology . Master on Probability and Applications, Paris 6 University, Paris, France, 2005.
Kernel methods in computational biology . MVA Master: Mathematics, vision, machine learning master, ENS Cachan, Cachan, France, 2005.
Support vector machines for computational genomics . Short course, Telecom Paris, Paris, France, 2004.
Kernel methods in computational biology . DEA Probability and Applications, Paris 6 University, Paris, France, 2004.
Kernel methods in computational biology . MVA DEA: Mathematics, vision, machine learning master, ENS Cachan, Cachan, France, 2004.
Support vector machines in computational biology . Human Genome Center short course, Tokyo University, Tokyo, Japan, 2002.
Introduction to SVM and applications to bioinformatics . Bioinformatics Center seminar, Kyoto University, Kyoto, Japan, 2001.