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Hodge-Compositional Edge Gaussian Processes: Modeling Edge Functions on Networks
Proposing principled Gaussian processes for modeling functions defined over the edge set of a simplicial 2-complex, enabling direct and independent learning for different Hodge components of edge functions.
Hodge-Compositional Edge Gaussian Processes: Modeling Edge Functions on Networks
Proposing Hodge-compositional edge Gaussian processes for modeling edge functions on networks.
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