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Yves Grandvalet


Learning from missing data with the Latent Block Model

Oct 23, 2020
Gabriel Frisch, Jean-Benoist Léger, Yves Grandvalet

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Driving among Flatmobiles: Bird-Eye-View occupancy grids from a monocular camera for holistic trajectory planning

Aug 10, 2020
Abdelhak Loukkal, Yves Grandvalet, Tom Drummond, You Li

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Representation Transfer by Optimal Transport

Jul 13, 2020
Xuhong Li, Yves Grandvalet, Rémi Flamary, Nicolas Courty, Dejing Dou

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Explicit Inductive Bias for Transfer Learning with Convolutional Networks

Jun 06, 2018
Xuhong Li, Yves Grandvalet, Franck Davoine

* Accepted at ICML 2018 

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Theory of Optimizing Pseudolinear Performance Measures: Application to F-measure

Jan 01, 2018
Shameem A Puthiya Parambath, Nicolas Usunier, Yves Grandvalet

* Extended Version of the NIPS 2014 Paper 

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Sparsity by Worst-Case Penalties

Jul 19, 2017
Yves Grandvalet, Julien Chiquet, Christophe Ambroise

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Combining Two And Three-Way Embeddings Models for Link Prediction in Knowledge Bases

Jun 02, 2015
Alberto Garcia-Duran, Antoine Bordes, Nicolas Usunier, Yves Grandvalet

* 26 pages 

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An Efficient Approach to Sparse Linear Discriminant Analysis

Jun 27, 2012
Luis Francisco Sanchez Merchante, Yves Grandvalet, Gerrad Govaert

* Appears in Proceedings of the 29th International Conference on Machine Learning (ICML 2012) 

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