Gilles Blanchard
According to our database1,
Gilles Blanchard
authored at least 59 papers
between 2003 and 2024.
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Bibliography
2024
2023
Label Shift Quantification with Robustness Guarantees via Distribution Feature Matching.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the International Conference on Algorithmic Learning Theory, 2023
2022
2021
Nonasymptotic one-and two-sample tests in high dimension with unknown covariance structure.
CoRR, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
2020
Statistical Learning Guarantees for Compressive Clustering and Compressive Mixture Modeling.
CoRR, 2020
2019
Volume Doubling Condition and a Local Poincaré Inequality on Unweighted Random Geometric Graphs.
CoRR, 2019
Proceedings of the Algorithmic Learning Theory, 2019
2018
SIAM/ASA J. Uncertain. Quantification, 2018
Found. Comput. Math., 2018
2017
2016
Stat. Comput., 2016
2015
Permutational Rademacher Complexity - A New Complexity Measure for Transductive Learning.
Proceedings of the Algorithmic Learning Theory - 26th International Conference, 2015
2014
The f-Adjusted Graph Laplacian: a Diagonal Modification with a Geometric Interpretation.
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of The 27th Conference on Learning Theory, 2014
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014
2013
CoRR, 2013
Proceedings of the COLT 2013, 2013
2012
J. Mach. Learn. Res., 2012
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the Pattern Recognition, 2012
2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
2010
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010
Proceedings of the First Workshop on Applications of Pattern Analysis, 2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
2009
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009
J. Mach. Learn. Res., 2009
2008
Approximating the Best Linear Unbiased Estimator of Non-Gaussian Signals with Gaussian Noise.
IEICE Trans. Inf. Syst., 2008
2007
Proceedings of the Learning Theory, 20th Annual Conference on Learning Theory, 2007
Resampling-Based Confidence Regions and Multiple Tests for a Correlated Random Vector.
Proceedings of the Learning Theory, 20th Annual Conference on Learning Theory, 2007
2006
J. Mach. Learn. Res., 2006
CoRR, 2006
Obtaining the Best Linear Unbiased Estimator of Noisy Signals by Non-Gaussian Component Analysis.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
2005
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005
Non-Gaussian Component Analysis: a Semi-parametric Framework for Linear Dimension Reduction.
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005
2004
BCI competition 2003-data set IIa: spatial patterns of self-controlled brain rhythm modulations.
IEEE Trans. Biomed. Eng., 2004
Rev. d'Intelligence Artif., 2004
Neural Comput., 2004
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
Proceedings of the Learning Theory, 17th Annual Conference on Learning Theory, 2004
2003
J. Mach. Learn. Res., 2003