MLSA4Rec: Mamba Combined with Low-Rank Decomposed Self-Attention for Sequential Recommendation.
Jinzhao SuZhenhua HuangPublished in: CoRR (2024)
Keyphrases
- low rank
- matrix factorization
- missing data
- convex optimization
- linear combination
- low rank matrix
- matrix completion
- collaborative filtering
- rank minimization
- singular value decomposition
- recommender systems
- semi supervised
- kernel matrix
- matrix decomposition
- high dimensional data
- robust principal component analysis
- high order
- minimization problems
- data matrix
- trace norm
- machine learning
- low rank representation
- low rank matrices
- data sets
- sparse representation
- markov random field
- input image
- image processing
- feature selection
- neural network