3.2k citations · 6.9k across the 41 of their papers we have counts for
Showing 2016Show all
2 papers · 1 filter
cs.SI2016
Data mining when each data point is a network
Karthikeyan Rajendran, Assimakis A. Kattis, Alexander Holiday +2
We discuss the problem of extending data mining approaches to cases in which data points arise in the form of individual graphs. Being able to find the intrinsic low-dimensionality…
stat.ML2016★ 111 cited
The Multiscale Laplacian Graph Kernel
Risi Kondor, Horace Pan
Many real world graphs, such as the graphs of molecules, exhibit structure at multiple different scales, but most existing kernels between graphs are either purely local or purely…