Computer Science - Machine Learning

Time-Inhomogeneous Diffusion Geometry and Topology
Diffusion condensation is a dynamic process that yields a sequence of multiscale data representations that aim to encode meaningful …
Guillaume Huguet, Alex Tong, Bastian Rieck, Jessie Huang, Manik Kuchroo, Matthew Hirn, Guy Wolf, Smita Krishnaswamy
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Embedding Signals on Knowledge Graphs with Unbalanced Diffusion Earth Mover's Distance
In modern relational machine learning it is common to encounter large graphs that arise via interactions or similarities between …
Alex Tong, Guillaume Huguet, Dennis Shung, Amine Natik, Manik Kuchroo, Guillaume Lajoie, Guy Wolf, Smita Krishnaswamy
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