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20202025
most citedAnalyzing the tree-layer structure of Deep Forests

2 citations · 2 across the 4 of their papers we have counts for

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Showing 2022Show all

2 papers · 1 filter

stat.ML2022

Sparse tree-based initialization for neural networks

Patrick Lutz, Ludovic Arnould, Claire Boyer +1

Dedicated neural network (NN) architectures have been designed to handle specific data types (such as CNN for images or RNN for text), which ranks them among state-of-the-art metho…

math.ST2022

Is interpolation benign for random forest regression?

Ludovic Arnould, Claire Boyer, Erwan Scornet

Statistical wisdom suggests that very complex models, interpolating training data, will be poor at predicting unseen examples.Yet, this aphorism has been recently challenged by the…