BOYER Claire
Expertise
Discover the specialized technical skills and disciplinary affiliations of our members, who represent the federated communities of the Arts & Humanities, Science & Engineering, and Medicine within the Sorbonne University Alliance.
Activities
Overview the professional milestones, academic responsibilities, and international collaborations that drive our center’s double ambition to excel in both research and education.
Responsibilities
Elected member to UFR board
Selected publications
Robust Lasso-Zero for sparse corruption and model selection with missing covariates
P. Descloux, C. Boyer, J. Josse, A. Sportisse, S. Sardy.
Scandinavian Journal of Statistics (2022) [hal] [arXiv] 2022
- Sampling rates for l1-synthesis , M. März, C. Boyer, J. Kahn, P. Weiss
Foundations of Computational Mathematics (FoCM) (2022) [arXiv] 2022
- Analyzing the tree-layer structure of Deep Forests, L. Arnould, C. Boyer, E. Scornet.
International Conference on Machine Learning (ICML 2021). [arXiv] 2021
- Debiasing Stochastic Gradient Descent to handle missing values , A. Sportisse, C. Boyer, A. Dieuleveut, J. Josse , Conference on Neural Information Processing Systems (NeurIPS 2020). [hal] [arXiv] 2020
- Estimation and imputation in Probabilistic Principal Component Analysis with Missing Not At Random data.
A. Sportisse, C. Boyer, J. Josse, Conference on Neural Information Processing Systems (NeurIPS 2020). [arXiv] 2020