Código QR (código de barras bidimensional)

The Intrinsic Dimension of Neural Network Ensembles

In this work, we propose to study the collective behavior of different ensembles of neural networks. These sets define and live on complex manifolds that evolve through training. Each manifold is characterized by its intrinsic dimension, a measure of the variability of the ensemble and, as such, a m...

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Principais autores: Francesco Tosti Guerra, Andrea Napoletano, Andrea Zaccaria
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2025-04-01
Serier:Entropy
Fag:
intrinsic dimension
neural network
machine learning explainability
ensemble learning
Online adgang:https://www.mdpi.com/1099-4300/27/4/440
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