Sparse Networks with Core-Periphery Structure
Naik, C
Caron, F
Rousseau, J
(21 Oct 2019)
Non-exchangeable feature allocation models with sublinear growth of the feature sizes
Di Benedetto, G
Caron, F
Teh, Y
(30 Mar 2020)
Beyond the Chinese Restaurant and Pitman-Yor processes: Statistical Models with Double Power-law Behavior
Ayed, F
Lee, J
Caron, F
(12 Feb 2019)
Nonnegative Bayesian nonparametric factor models with completely random measures for community detection
Ayed, F
Caron, F
(27 Feb 2019)
The Normal-Generalised Gamma-Pareto process: A novel pure-jump Lévy process with flexible tail and jump-activity properties
Ayed, F
Lee, J
Caron, F
(19 Jun 2020)
Deep neural networks with dependent weights: Gaussian Process mixture limit, heavy tails, sparsity and compressibility
Lee, H
Ayed, F
Jung, P
Lee, J
Yang, H
Caron, F
(17 May 2022)
Over-parameterised Shallow Neural Networks with Asymmetrical Node Scaling: Global Convergence Guarantees and Feature Learning
Caron, F
Ayed, F
Jung, P
Lee, H
Lee, J
Yang, H
(02 Feb 2023)
Anytime-valid, Bayes-assisted, prediction-powered inference
Kilian, V
Cortinovis, S
Caron, F