Analyzing the tree-layer structure of Deep Forests. - Ludovic Arnould; Claire Boyer; Erwan Scornet (ICML, 2021)

Is interpolation benign for random forest regression? - Ludovic Arnould; Claire Boyer; Erwan Scornet (AISTATS, 2023)

Sparse tree-based Initialization for Neural Networks. - Patrick Lutz; Ludovic Arnould; Claire Boyer; Erwan Scornet (ICLR, 2023)

When Random Forests Meet Neural Networks: A Finite-Sample Analysis. (Quand les forêts aléatoires rencontrent les réseaux de neurones: une analyse à échantillon fini). - Ludovic Arnould (2023)

BYO-Eval: Build Your Own Dataset for Fine-Grained Visual Assessment of Multimodal Language Models. - Ludovic Arnould; Salim Khazem; Hugues Ali Mehenni (CoRR, 2025)