An SSD-Based Accelerator for Singular Value Decomposition Recommendation Algorithm on Edge.
Wei WuLetian ZhaoQizhe WuXiaotian WangTeng TianXi JinPublished in: HPEC (2022)
Keyphrases
- singular value decomposition
- recommendation algorithms
- filtering algorithm
- singular values
- collaborative filtering
- recommendation systems
- recommender systems
- least squares
- edge detection
- user preferences
- latent semantic indexing
- low rank
- dimension reduction
- principal component analysis
- dimensionality reduction
- low rank approximation
- weighted graph
- pattern recognition
- image processing
- singular vectors
- similarity measure