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stat.ML2024
When does the mean network capture the topology of a sample of networks?
François G Meyer
The notion of Fréchet mean (also known as "barycenter") network is the workhorse of most machine learning algorithms that require the estimation of a "location" parameter to analys…
stat.ML2007
Low Dimensional Embedding of fMRI datasets
Xilin Shen, François G. Meyer
We propose a novel method to embed a functional magnetic resonance imaging (fMRI) dataset in a low-dimensional space. The embedding optimally preserves the local functional couplin…