Bertrand MICHEL
École Centrale de Nantes
H-index: 17
Europe-France
Top articles of Bertrand MICHEL
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Differentiable mapper for topological optimization of data representation | arXiv preprint arXiv:2402.12854 | Ziyad Oulhaj Mathieu Carrière Bertrand Michel | 2024/2/20 |
Kernel-based testing for single-cell differential analysis | arXiv preprint arXiv:2307.08509 | Anthony Ozier-Lafontaine Camille Fourneaux Ghislain Durif Céline Vallot Olivier Gandrillon | 2023/7/17 |
Topological signatures of periodic-like signals | arXiv preprint arXiv:2306.13453 | Wojciech Reise Bertrand Michel Frédéric Chazal | 2023/6/23 |
Bayesian hierarchical models for the prediction of the driver flow and passenger waiting times in a stochastic carpooling service | Journal of Applied Statistics | Panayotis Papoutsis Tarn Duong Bertrand Michel Anne Philippe | 2023/4/26 |
Abstract P5-02-37: Multi-omics approach to identify markers of resistance to endocrine therapy+ CDK4/6 inhibitors in first line HR+/HER2-metastatic breast cancer (MBC) patients | Cancer Research | Jean Sebastien FRENEL Fadoua Ben Azzouz Frederic Bigot Jonathan Dauve Marie Francoise Heymann | 2023/3/1 |
Weighted least-squares approximation with determinantal point processes and generalized volume sampling | arXiv preprint arXiv:2312.14057 | Anthony Nouy Bertrand Michel | 2023/12/21 |
Statistical analysis of Mapper for stochastic and multivariate filters | Journal of Applied and Computational Topology | Mathieu Carrière Bertrand Michel | 2022/9 |
Topological Data Analysis and its usefulness for precision medicine studies | SORT-Statistics and Operations Research Transactions | Raquel Iniesta Ewan Carr Mathieu Carriere Naya Yerolemou Bertrand Michel | 2022/6/2 |
Topological phase estimation method for reparameterized periodic functions | arXiv preprint arXiv:2205.14390 | Thomas Bonis Frédéric Chazal Bertrand Michel Wojciech Reise | 2022/5/28 |
Learning with tree tensor networks: complexity estimates and model selection | Bernoulli | Bertrand Michel Anthony Nouy | 2022/5 |
Topological data analysis | Jean-Daniel Boissonnat Frédéric Chazal Bertrand Michel | 2022/3/31 | |
A simplified algorithm for identifying abnormal changes in dynamic networks | Physica A: Statistical Mechanics and its Applications | Bouchaib Azamir Driss Bennis Bertrand Michel | 2022/12/1 |
Identifying homogeneous subgroups of patients and important features: a topological machine learning approach | BMC bioinformatics | Ewan Carr Mathieu Carrière Bertrand Michel Frédéric Chazal Raquel Iniesta | 2021/12 |
An introduction to topological data analysis: fundamental and practical aspects for data scientists | Frédéric Chazal Bertrand Michel | 2021/9/29 | |
Development of an absolute assignment predictor for triple-negative breast cancer subtyping using machine learning approaches | Computers in Biology and Medicine | Fadoua Ben Azzouz Bertrand Michel Hamza Lasla Wilfried Gouraud Anne-Flore François | 2021/2/1 |
Gaussian linear model selection in a dependent context | Electronic Journal of Statistics | Emmanuel Caron Jérôme Dedecker Bertrand Michel | 2021 |
Detecting and modeling critical dependence structures between random inputs of computer models | Dependence Modeling | Nazih Benoumechiara Nicolas Bousquet Bertrand Michel Philippe Saint-Pierre | 2020/1/1 |
Co-Authors
