Incremental Kernel Mapping Algorithms for Scalable Recommender Systems.
Mustansar Ali GhazanfarSándor SzedmákAdam Prügel-BennettPublished in: ICTAI (2011)
Keyphrases
- recommender systems
- computational complexity
- highly scalable
- computational cost
- times faster
- learning algorithm
- memory efficient
- orders of magnitude
- single pass
- machine learning
- incremental version
- scale poorly
- machine learning algorithms
- benchmark datasets
- theoretical analysis
- optimization problems
- user modeling
- significant improvement
- kernel learning
- incremental algorithms