Polynomial Networks and Factorization Machines: New Insights and Efficient Training Algorithms.
Mathieu BlondelMasakazu IshihataAkinori FujinoNaonori UedaPublished in: ICML (2016)
Keyphrases
- computationally efficient
- learning algorithm
- computationally expensive
- data structure
- theoretical analysis
- algorithmic solutions
- sparse matrices
- data sets
- early stopping
- evolutionary algorithm
- computational complexity
- social networks
- genetic algorithm
- social network analysis
- pairwise
- singular value decomposition
- convergence rate
- efficient implementation
- computationally intensive
- complexity analysis
- linear space
- computationally demanding
- computationally complex