IEEE - Institute of Electrical and Electronics Engineers, Inc. - Adaptive Diffusions for Scalable Learning over Graphs

Author(s): Dimitris Berberidis ; Athanasios N. Nikolakopoulos ; Georgios B. Giannakis
Sponsor(s): IEEE Signal Processing Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1
ISSN (Electronic): 1941-0476
ISSN (Paper): 1053-587X
DOI: 10.1109/TSP.2018.2889984
Regular:

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... View More

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