A High-Throughput Solver for Marginalized Graph Kernels on GPU.
Yu-Hang TangOguz SelvitopiDoru-Thom PopoviciAydin BuluçPublished in: IPDPS (2020)
Keyphrases
- graph kernels
- high throughput
- microarray
- kernel methods
- gaussian processes
- structured data
- kernel function
- data representation
- real time
- kernel machines
- data acquisition
- machine learning
- link prediction
- data mining
- edit distance
- semi supervised learning
- random walk
- pairwise
- high dimensionality
- data sets
- similarity matrix
- database