Gilles Blanchard

14 catalog papers. Name-matched publications do not establish a verified researcher identity.

Publications

• Topologically penalized regression on manifolds — Journal of Machine Learning Research 2022
• Domain Generalization by Marginal Transfer Learning — Journal of Machine Learning Research 2021
• Post hoc confidence bounds on false positives using reference families — The Annals of Statistics 2020
• Decontamination of Mutual Contamination Models — Journal of Machine Learning Research 2019
• Parallelizing Spectrally Regularized Kernel Algorithms — Journal of Machine Learning Research 2018
• On the Convergence Rate oflp-Norm Multiple Kernel Learning — Journal of Machine Learning Research 2012
• Some nonasymptotic results on resampling in high dimension, I: Confidence regions — The Annals of Statistics 2010
• Semi-Supervised Novelty Detection — Journal of Machine Learning Research 2010
• Some nonasymptotic results on resampling in high dimension, II: Multiple tests — The Annals of Statistics 2010
• Adaptive False Discovery Rate Control under Independence and Dependence — Journal of Machine Learning Research 2009
• Statistical performance of support vector machines — The Annals of Statistics 2008
• In Search of Non-Gaussian Components of a High-Dimensional Distribution — Journal of Machine Learning Research 2006
• Hierarchical testing designs for pattern recognition — The Annals of Statistics 2005
• On the Rate of Convergence of Regularized Boosting Classifiers — Journal of Machine Learning Research 2003