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Inference for dynamics of continuous variables: the Extended Plefka expansion with hidden nodes
Published on Feb 4, 20251538 Views
We consider the problem of a subnetwork of observed nodes embedded into a larger bulk of unknown (i.e. hidden) nodes, where the aim is to infer these hidden states given information about the subne
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Presentation
Inference for dynamics of continuous variables: the extended plefka expansion with hidden nodes00:00
Introduction and motivation00:16
Question00:40
Linear dynamics01:18
Extended plefka expansion01:56
Dimensionless parameters03:01
Critical regime04:26
Information on relaxation times and inference error05:04
Thank you for your attention!06:15