BoRA: Bayesian Hierarchical Low-Rank Adaption for Multi-task Large Language Models.
Simen EideArnoldo FrigessiPublished in: CoRR (2024)
Keyphrases
- language model
- multi task
- trace norm
- low rank
- gaussian processes
- multi task learning
- learning tasks
- probabilistic model
- missing data
- singular value decomposition
- linear combination
- convex optimization
- multi class
- matrix completion
- matrix factorization
- high order
- rank minimization
- information retrieval
- learning problems
- transfer learning
- semi supervised
- bayesian networks
- low rank matrix
- high dimensional data
- feature selection
- machine learning algorithms
- nearest neighbor
- learning algorithm