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stat.ML2019★ 10 cited
Learning Disentangled Representations via Mutual Information Estimation
Eduardo Hugo Sanchez, Mathieu Serrurier, Mathias Ortner
In this paper, we investigate the problem of learning disentangled representations. Given a pair of images sharing some attributes, we aim to create a low-dimensional representatio…
stat.ML2017
Multiple testing for outlier detection in functional data
Clémentine Barreyre, Béatrice Laurent, Jean-Michel Loubes +2
We propose a novel procedure for outlier detection in functional data, in a semi-supervised framework. As the data is functional, we consider the coefficients obtained after projec…