Sequential randomized matrix factorization for Gaussian processes.
Shaunak D. BopardikarGeorge S. Eskander EkladiousPublished in: IEEE BigData (2016)
Keyphrases
- matrix factorization
- gaussian processes
- gaussian process
- collaborative filtering
- low rank
- recommender systems
- gaussian process regression
- missing data
- factorization methods
- tensor factorization
- nonnegative matrix factorization
- multi task
- prior knowledge
- multi task learning
- hyperparameters
- bayesian methods
- higher order
- model selection
- semi supervised
- support vector machine
- learning algorithm