Layer-Dependent Importance Sampling for Training Deep and Large Graph Convolutional Networks
Difan Zou, Ziniu Hu, Yewen Wang, Song Jiang, Yizhou Sun, Quanquan Gu
–Neural Information Processing Systems
Then,itsamplesafixednumber of nodes by the calculated probability,and recursively conducts such procedure per layer toconstruct the whole computation graph.
Neural Information Processing Systems
Feb-12-2026, 22:58:10 GMT
- Country:
- North America
- United States > Alaska
- Anchorage Municipality > Anchorage (0.04)
- Canada
- Quebec > Montreal (0.04)
- British Columbia > Metro Vancouver Regional District
- Vancouver (0.14)
- United States > Alaska
- Europe
- Greece (0.04)
- United Kingdom > England
- Greater London > London (0.04)
- Sweden > Stockholm
- Stockholm (0.04)
- Spain > Catalonia
- Barcelona Province > Barcelona (0.04)
- North America
- Technology: