| 2024 | AISTATS | Transductive conformal inference with adaptive scores. | Ulysse Gazin, Gilles Blanchard, tienne Roquain |
| 2023 | ALT | Constant regret for sequence prediction with limited advice. | El Mehdi Saad, Gilles Blanchard |
| 2021 | AISTATS | High-Dimensional Multi-Task Averaging and Application to Kernel Mean Embedding. | Hannah Marienwald, Jean-Baptiste Fermanian, Gilles Blanchard |
| 2019 | ALT | A minimax near-optimal algorithm for adaptive rejection sampling. | Juliette Achdou, Joseph Lam-Weil, Alexandra Carpentier, Gilles Blanchard |
| 2015 | ALT | Permutational Rademacher Complexity - A New Complexity Measure for Transductive Learning. | Ilya O. Tolstikhin, Nikita Zhivotovskiy, Gilles Blanchard |
| 2014 | AISTATS | Decontamination of Mutually Contaminated Models. | Gilles Blanchard, Clayton Scott |
| 2014 | COLT | Localized Complexities for Transductive Learning. | Ilya O. Tolstikhin, Gilles Blanchard, Marius Kloft |
| 2014 | ICML | The f-Adjusted Graph Laplacian: a Diagonal Modification with a Geometric Interpretation. | Sven Kurras, Ulrike von Luxburg, Gilles Blanchard |
| 2013 | COLT | Classification with Asymmetric Label Noise: Consistency and Maximal Denoising. | Clayton Scott, Gilles Blanchard, Gregory Handy |
| 2012 | ICPR | Early stopping for mutual information based feature selection. | Andre Beinrucker, rn Dogan, Gilles Blanchard |
| 2007 | COLT | Resampling-Based Confidence Regions and Multiple Tests for a Correlated Random Vector. | Sylvain Arlot, Gilles Blanchard, tienne Roquain |
| 2007 | COLT | Occam's Hammer. | Gilles Blanchard, Franois Fleuret |
| 2006 | ICASSP | Obtaining the Best Linear Unbiased Estimator of Noisy Signals by Non-Gaussian Component Analysis. | Masashi Sugiyama, Motoaki Kawanabe, Gilles Blanchard, Vladimir G. Spokoiny, Klaus-Robert Mller |
| 2004 | COLT | Oracle Bounds and Exact Algorithm for Dyadic Classification Trees. | Gilles Blanchard, Christin Schfer, Yves Rozenholc |
| 2004 | COLT | Statistical Properties of Kernel Principal Component Analysis. | Laurent Zwald, Olivier Bousquet, Gilles Blanchard |