François Caron
University of Oxford
H-index: 22
Europe-United Kingdom
Top articles of François Caron
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Asymptotic Analysis of Statistical Estimators related to MultiGraphex Processes under Misspecification | Bernoulli, to appear | Zacharie Naulet Judith Rousseau François Caron | 2024 |
The Normal-Generalised Gamma-Pareto process: A novel pure-jump Lévy process with flexible tail and jump-activity properties | Bayesian Analysis | Fadhel Ayed Juho Lee François Caron | 2024/3 |
A unified construction for series representations and finite approximations of completely random measures | Bernoulli | Juho Lee Xenia Miscouridou François Caron | 2023/8 |
Over-parameterised Shallow Neural Networks with Asymmetrical Node Scaling: Global Convergence Guarantees and Feature Learning | arXiv preprint arXiv:2302.01002 | Francois Caron Fadhel Ayed Paul Jung Hoil Lee Juho Lee | 2023/2/2 |
Deep neural networks with dependent weights: Gaussian Process mixture limit, heavy tails, sparsity and compressibility | Journal of Machine Learning Research | Hoil Lee Fadhel Ayed Paul Jung Juho Lee Hongseok Yang | 2023 |
On sparsity, power-law and clustering properties of graphex processes | Advances in Applied Probability, to appear | François Caron Francesca Panero Judith Rousseau | 2023 |
Bayesian Nonparametrics for Sparse Dynamic Networks | Cian Naik Francois Caron Judith Rousseau Yee Whye Teh Konstantina Palla | 2022/9 | |
Sparse Networks with Core-Periphery Structure | Electronic Journal of Statistics | Cian Naik François Caron Judith Rousseau | 2021 |
Nonnegative Bayesian nonparametric factor models with completely random measures | Statistics and Computing | Fadhel Ayed François Caron | 2021/9 |
Non-exchangeable random partition models for microclustering | Annals of Statistics | Giuseppe Di Benedetto François Caron Yee Whye Teh | 2021/8 |
Non-exchangeable feature allocation models with sublinear growth of the feature sizes | Giuseppe Di Benedetto François Caron Yee Whye Teh | 2020/6/3 | |
Exchangeable random measures for sparse and modular graphs with overlapping communities | Journal of the Royal Statistical Society Series B: Statistical Methodology | Adrien Todeschini Xenia Miscouridou François Caron | 2020/4 |
Co-Authors
