34 citations · 62 across the 3 of their papers we have counts for
3 papers
cs.SI2022★ 1 cited
Realistic Synthetic Social Networks with Graph Neural Networks
Alex Davies, Nirav Ajmeri
Social network analysis faces profound difficulties in sharing data between researchers due to privacy and security concerns. A potential remedy to this issue are synthetic network…
stat.ML2014★ 34 cited
The Random Forest Kernel and other kernels for big data from random partitions
Alex Davies, Zoubin Ghahramani
We present Random Partition Kernels, a new class of kernels derived by demonstrating a natural connection between random partitions of objects and kernels between those objects. We…
cs.AI2012★ 27 cited
SiGMa: Simple Greedy Matching for Aligning Large Knowledge Bases
Simon Lacoste-Julien, Konstantina Palla, Alex Davies +3
The Internet has enabled the creation of a growing number of large-scale knowledge bases in a variety of domains containing complementary information. Tools for automatically align…