| 2021 | FedCSIS | Stereotype-aware collaborative filtering. | Gabriel Frisch, Jean-Benoist Lger, Yves Grandvalet |
| 2021 | WACV | Driving among Flatmobiles: Bird-Eye-View occupancy grids from a monocular camera for holistic trajectory planning. | Abdelhak Loukkal, Yves Grandvalet, Tom Drummond, You Li |
| 2018 | ICARCV | Improving semantic segmentation in urban scenes with a cartographic information. | Abdelhak Loukkal, Vincent Frmont, Yves Grandvalet, You Li |
| 2018 | ICML | Explicit Inductive Bias for Transfer Learning with Convolutional Networks. | Xuhong Li, Yves Grandvalet, Franck Davoine |
| 2016 | RecSys | A Coverage-Based Approach to Recommendation Diversity On Similarity Graph. | Shameem Puthiya Parambath, Nicolas Usunier, Yves Grandvalet |
| 2015 | CIBCB | Significance testing for variable selection in high-dimension. | Jean-Michel Bcu, Christophe Ambroise, Yves Grandvalet, Cyril Dalmasso |
| 2014 | EACL | Fast Recursive Multi-class Classification of Pairs of Text Entities for Biomedical Event Extraction. | Xiao Liu, Antoine Bordes, Yves Grandvalet |
| 2014 | ICASSP | KEOPS: Kernels organized into pyramids. | Marie Szafranski, Yves Grandvalet |
| 2012 | ICDM | An Approximation of the Integrated Classification Likelihood for the Latent Block Model. | Aurore Lomet, Grard Govaert, Yves Grandvalet |
| 2012 | ICML | An Efficient Approach to Sparse Linear Discriminant Analysis. | Luis Francisco Snchez Merchante, Yves Grandvalet, Grard Govaert |
| 2008 | ICML | A distance model for rhythms. | Jean-Franois Paiement, Yves Grandvalet, Samy Bengio, Douglas Eck |
| 2008 | ICML | Composite kernel learning. | Marie Szafranski, Yves Grandvalet, Alain Rakotomamonjy |
| 2007 | ICML | Sparse probabilistic classifiers. | Romain Hrault, Yves Grandvalet |
| 2007 | ICML | More efficiency in multiple kernel learning. | Alain Rakotomamonjy, Francis R. Bach, Stphane Canu, Yves Grandvalet |
| 2004 | SMC | Recycling experiments for sludge monitoring in waste water treatment. | Sandro Glaucio Maquin de Souza, Thierry Denoeux, Yves Grandvalet |
| 2003 | IDA | Regularization Methods for Additive Models. | Marta Avalos, Yves Grandvalet, Christophe Ambroise |
| 2001 | ICANN | Bagging Can Stabilize without Reducing Variance. | Yves Grandvalet |
| 2001 | ICANN | Boosting Mixture Models for Semi-supervised Learning. | Yves Grandvalet, Florence d'Alch-Buc, Christophe Ambroise |
| 2000 | IJCNN | Bagging Down-Weights Leverage Points. | Yves Grandvalet |
| 1997 | ICANN | Adaptive Noise Injection for Input Variables Relevance Determination. | Yves Grandvalet, Stphane Canu |
| 1997 | ICANN | Wavelet Frames Based Estimator. | Skander Soltani, Stphane Canu, Daniel Boichu, Yves Grandvalet |
| 1995 | ESANN | Control of complexity in learning with perturbed inputs. | Yves Grandvalet, Stphane Canu, Stphane Boucheron |