Constrained Bayesian Inference for Low Rank Multitask Learning.
Oluwasanmi KoyejoJoydeep GhoshPublished in: CoRR (2013)
Keyphrases
- bayesian inference
- low rank
- multitask learning
- semi supervised
- gaussian processes
- hyperparameters
- linear combination
- missing data
- probabilistic model
- convex optimization
- multi task learning
- multi task
- learning tasks
- prior information
- matrix factorization
- labeled data
- high order
- high dimensional data
- gaussian process
- singular value decomposition
- hierarchical bayesian
- particle filter
- pairwise
- generative model
- active learning
- learning problems
- nearest neighbor
- prior knowledge
- data mining
- data sets
- transfer learning