#graph-neural-networks

[ follow ]
fromHackernoon
4 years ago

Teaching Old Preconditioners New Tricks: How GNNs Supercharge Linear Solvers | HackerNoon

Recent advancements suggest that employing small Graph Neural Networks to craft preconditioners could significantly enhance performance while preserving necessary sparsity, thereby optimizing computational efficacy.
Artificial intelligence
Artificial intelligence
fromHackernoon
2 years ago

Graph Neural Networks for Image Similarity: An Alternative to Hashing? | HackerNoon

Graph Neural Networks provide a more effective solution for image similarity detection than traditional hashing techniques.
fromHackernoon
1 year ago

Understanding the Generalization Performance of GNNs: Topology Awareness and Future Directions | HackerNoon

In this work, we study and investigate GNNs, exploring the relationship between topology awareness and generalization performance in semi-supervised node classification tasks.
Data science
[ Load more ]