Halting in Random Walk Kernels
Code
A fast C++ implementation of graph kernels is available at our GitHub repository external pageherecall_made, which includes:
- simple kernels between vertex and/or edge label histograms
- random walk kernels (popular baselines)
- Weisfeiler-Lehman graph kernel (state-of-the-art)
Datasets
The GraphML format of the graph datasets MUTAG, NCI1, NCI109, ENZYMES, and D&D is also available Downloadhere (ZIP, 12 MB)vertical_align_bottom.
Publication
Halting in Random Walk Kernels
Mahito Sugiyama and Karsten Borgwardt
Advances in Neural Information Processing Systems 28 (NIPS 2015), 1639-1647
external pageOnlinecall_made | ETH Research Collection | Project page | external pageGitHubcall_made
Contact Karsten Borgwardt for questions.