SVD-GCN: A Simplified Graph Convolution Paradigm for Recommendation.
Shaowen PengKazunari SugiyamaTsunenori MinePublished in: CoRR (2022)
Keyphrases
- singular value decomposition
- recommender systems
- graph structure
- graph representation
- collaborative filtering
- random walk
- recommendation systems
- directed acyclic graph
- graph theory
- user preferences
- spanning tree
- graph partitioning
- least squares
- graphical models
- weighted graph
- image processing
- singular values
- graph model
- user feedback
- bipartite graph
- pairwise
- website