Factorization Machines with Regularization for Sparse Feature Interactions.
Kyohei AtarashiSatoshi OyamaMasahito KuriharaPublished in: J. Mach. Learn. Res. (2021)
Keyphrases
- feature interactions
- sparsity regularization
- mixed norm
- rank minimization
- tensor factorization
- low rank
- structured sparsity
- sparse approximation
- matrix factorization
- sparse coding
- elastic net
- pairwise
- regularization method
- group lasso
- regularization parameter
- parameter selection
- sparse data
- singular value decomposition
- sparse representation
- multi class
- high dimensional
- compressed sensing
- variable selection
- sparse matrix
- sparsity constraints
- kernel matrices
- compressive sensing
- non rigid structure from motion
- image restoration
- linear combination
- image classification