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math.ST2024
On deviation probabilities in non-parametric regression with heavy-tailed noise
Anna Ben-Hamou, Arnaud Guyader
This paper is devoted to the problem of determining the concentration bounds that are achievable in non-parametric regression. We consider the setting where features are supported…
math.ST2024
Inference in balanced community modulated recursive trees
Anna Ben-Hamou, Vasiliki Velona
We introduce a random recursive tree model with two communities, called balanced community modulated random recursive tree, or BCMRT in short. In this setting, pairs of nodes of di…