In situ neighborhood sampling for large-scale GNN training.
Yuhang SongPo-Hao ChenYuchen LuNaima AbrarVasiliki KalavriPublished in: DaMoN (2024)
Keyphrases
- training process
- monte carlo
- training set
- real life
- small scale
- training examples
- real world
- training samples
- test set
- structured prediction
- web scale
- feedforward neural networks
- random sampling
- computer vision
- sample size
- data sets
- parameter space
- online learning
- supervised learning
- object detection
- sampling algorithm
- support vector machine
- case study
- sampling strategies