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06/09/2023
Intensity Profile Projection: A Framework for Continuous-Time Representation Learning for Dynamic Networks
We present a new algorithmic framework, Intensity Profile Projection, fo...
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02/08/2022
Spectral embedding and the latent geometry of multipartite networks
Spectral embedding finds vector representations of the nodes of a networ...
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06/02/2021
Spectral embedding for dynamic networks with stability guarantees
We consider the problem of embedding a dynamic network, to obtain time-e...
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12/21/2019
Persistent Homology of Graph Embeddings
Popular network models such as the mixed membership and standard stochas...
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10/12/2019