LAUSR

Adaptive Diffusions for Scalable Learning Over Graphs

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1 Published in 2019 at "IEEE Transactions on Signal Processing"

DOI: 10.1109/tsp.2018.2889984

Abstract: Diffusion-based classifiers such as those relying on the Personalized PageRank and the heat kernel enjoy remarkable classification accuracy at modest computational requirements. Their performance however is affected by the extent to which the chosen diffusion… read more here.

Keywords: learning graphs; scalable learning; adaptive diffusions; diffusion ... See more keywords