Model-based regression clustering for high-dimensional data: application to functional data von Devijver, Emilie

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Block-Diagonal Covariance Selection for High-Dimensional Gaussian Graphical Models von Devijver, Emilie, Gallopin, Mélina

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Unsupervised topological learning approach of crystal nucleation von Becker, Sébastien, Devijver, Emilie, Molinier, Rémi, Jakse, Noël

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Mixture of segmentation for heterogeneous functional data von Brault, Vincent, Devijver, Émilie, Laclau, Charlotte

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Entropy-Based Discovery of Summary Causal Graphs in Time Series von Assaad, Charles K., Devijver, Emilie, Gaussier, Eric

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Feature selection for high-dimensional neural network potentials with the adaptive group lasso von Sandberg, Johannes, Voigtmann, Thomas, Devijver, Emilie, Jakse, Noel

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Self-training: A survey von Amini, Massih-Reza, Feofanov, Vasilii, Pauletto, Loïc, Hadjadj, Liès, Devijver, Émilie, Maximov, Yury

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A Conditional Mutual Information Estimator for Mixed Data and an Associated Conditional Independence Test von Zan, Lei, Meynaoui, Anouar, Assaad, Charles K., Devijver, Emilie, Gaussier, Eric

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Unsupervised topological learning for identification of atomic structures von Becker, Sébastien, Devijver, Emilie, Molinier, Rémi, Jakse, Noël

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Prediction regions through Inverse Regression von Devijver, Emilie, Perthame, Emeline

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Joint rank and variable selection for parsimonious estimation in a high-dimensional finite mixture regression model von Devijver, Emilie

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Multi-class Probabilistic Bounds for Majority Vote Classifiers with Partially Labeled Data von Feofanov, Vasilii, Devijver, Emilie, Amini, Massih-Reza

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Finite mixture regression: A sparse variable selection by model selection for clustering von Devijver, Emilie

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Informative Training Data for Efficient Property Prediction in Metal–Organic Frameworks by Active Learning von Jose, Ashna, Devijver, Emilie, Jakse, Noel, Poloni, Roberta

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Discussion on "Minimal penalties and the slope heuristic: a survey" by Sylvain Arlot von Devijver, Emilie

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Survey and Evaluation of Causal Discovery Methods for Time Series von Assaad, Charles K., Devijver, Emilie, Gaussier, Eric

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Wrapper feature selection with partially labeled data von Feofanov, Vasilii, Devijver, Emilie, Amini, Massih-Reza

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An ℓ 1 -oracle inequality for the Lasso in finite mixture of multivariate Gaussian regression models von Devijver, Emilie

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Nonlinear mixed effects modeling and warping for functional data using B-splines von Claeskens, Gerda, Devijver, Emilie, Gijbels, Irène

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An ℓ1-oracle inequality for the Lasso in multivariate finite mixture of multivariate Gaussian regression models von Devijver, Emilie

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