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)

When you next go swimming, take some maths with you. And don't worry, maths is waterproof. Nathan Creighton is in at the deep end.

Quick, quicker, less quick. Amandine Aftalion describes the trajectory of a 100m runner in this clip from her Oxford Mathematics Public Lecture.

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
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