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Saint-Brieuc Area, France France

R&D engineer in Datamining & Machine Learning at Orange Labs

Education

- Study of the multi-label learning problem and its related topics (label correlation, dimensionality reduction, feature selection, etc). - Study of the emerging interactive learning problem (active learning, online learning, concept drift, etc). - Definition of the interactive multi-label learning. - Extensive study of the predictive and computation-time performances of multi-label learning algorithms with interactivity constraints (learning from few training examples in a very short time). - Benchmarking with three common multi-label librairies: MeKa, MULAN and CLUS. - Study of the multi-label dimensionality reduction approaches. - Study of the use of Matrix Factorization approac...