Factorization Machines with Regularization for Sparse Feature Interactions.
Kyohei AtarashiSatoshi OyamaMasahito KuriharaPublished in: CoRR (2020)
Keyphrases
- feature interactions
- rank minimization
- mixed norm
- low rank
- sparsity regularization
- tensor factorization
- structured sparsity
- elastic net
- high dimensional
- sparse approximation
- sparse representation
- kernel matrices
- singular value decomposition
- matrix factorization
- pairwise
- matrix completion
- group lasso
- sparse matrices
- sparsity constraints
- kronecker product
- cross validation
- regularization term
- sparse data
- learning machines
- sparse matrix
- compressed sensing
- compressive sensing