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Table of Contents
Research Interests
Supervised and unsupervised learning, Statistical Pattern Recognition, Flexible regression/discrimination/clustering techniques.
Keywords
Sparsity Inducing Penalties, Representation learning, Co-Clustering, Cross-Validation, Semi-supervised learning, Noise Injection, Evidential Pattern Recognition, Bioinformatics, Fault Diagnosis & Environmental Monitoring.
PhD students
Current
| PhD candidate | |
| Co-clustering for collaborative filtering, 2018-2021 | |
| co-supervision with J.-B. Leger | |
| PhD candidate | |
| Machine learning in industrial diagnosis and process control, 2018-2021 | |
| co-supervision with N. Boudaoud (Roberval) | |
| PhD candidate | |
| Localization and semantic segmentation with a cartographic prior, 2017-2021 | |
Former
| researcher | |
| Baidu, Beijing | Regularization for deep transfer learning, 2016-2019 |
| co-supervision with F. Davoine | |
| researcher | QCRI, Qatar |
| New methods for learning with multiple objectives, 2013-2016 | |
| co-supervision with N. Usunier | |
| researcher | |
| NEC, Germany | |
| Learning representations in multi-relational graphs: algorithms and applications, 2013-2016 | |
| co-supervision with A. Bordes et N. Usunier | |
| engineer | |
| ACOEM, Lyon | |
| Uncertainty in Sparse Regression, 2012-2015 | |
| co-supervision with C. Ambroise | |
| engineer | |
| NoisyChannels | |
| Weakly Supervised Bio-NLP, 2011-2014 | |
| co-supervision with A. Bordes | |
| engineer | |
| Amadeus | |
| Sparse Classification and Clustering, 2010-2013 | |
| co-supervision with G. Govaert | |
| researcher | |
| CEA | |
| Model Selection for the Latent Block Model, 2009-2012. | |
| co-supervision with G. Govaert | |
| associate professor, | |
| ENSIIE | |
| Hierarchical Penalization for Incorporating Knowledge in Statistical Model, 2005-2008. | |
| co-supervision with P. Morizet-Mahoudeaux | |
| associate professor, | |
| INSA Rouen | |
| Vision and Statistical Learning for Characterizing Human Behavior, 2004-2007. | |
| co-supervision with F. Davoine | |
| associate professor, | |
| Université Bordeaux 2 | |
| Parsimonious Additive Models, 2001-2004 | |
| co-supervision with C. Ambroise | |
| researcher, | |
| CIRSEE, Suez Environnement | |
| Wastewater Sludge Processing by Image Analysis, 2000-2005 | |
| co-supervision with T. Denœux | |
| engineer, | |
| PALM | |
| Data and knowledge fusion : an evolutive approach to diagnosis, 1997-2000 | |
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en/research.txt · Last modified: 2021/05/05 10:26 by grandval
