Multi-Task Learning with User Preferences: Gradient Descent with Controlled Ascent in Pareto Optimization.
Debabrata MahapatraVaibhav RajanPublished in: ICML (2020)
Keyphrases
- user preferences
- multi task learning
- multi task
- multiple tasks
- collaborative filtering
- representer theorem
- multitask learning
- gaussian processes
- learning problems
- learning tasks
- recommender systems
- user profiles
- multi label image annotation
- theoretical analysis
- user specific
- transfer learning
- inductive learning
- multi objective
- preference model
- high order
- qualitative preferences
- social network analysis
- semi supervised
- pairwise
- similarity measure
- image segmentation
- hierarchical task networks
- machine learning