Optimizing a Collaborative Filtering Recommender for Many-Core Processors.
Aalap TripathySuneil MohanRabi N. MahapatraPublished in: ICSC (2012)
Keyphrases
- collaborative filtering
- recommender systems
- matrix factorization
- recommendation systems
- user preferences
- data sparsity
- parallel algorithm
- making recommendations
- user ratings
- transfer learning
- maximum margin matrix factorization
- information filtering
- recommendation algorithms
- parallel processing
- high performance computing
- parallel computing
- high end
- embedded processors
- deal with information overload
- probabilistic matrix factorization
- machine learning
- recommendation quality
- latent factor models
- cold start problem
- cold start
- information retrieval