Bonsai Graph Distillation
Gradient-free graph dataset compression.
Compress training datasets for GNNs without a significant performance drop.
Graph LearningResearch
About the Project
Bonsai: Gradient-free Graph Distillation by Vansh Ramani et al. — an efficient algorithm to compress training datasets for graph neural networks, reducing training time without a significant drop in performance.
Tech Stack
Graph Neural Networks
Publication