Pairwise Ranking Loss for Multi-Task Learning in Recommender Systems.
Furkan DurmusHasan SaribasSaid AldemirJunyan YangHakan CevikalpPublished in: CoRR (2024)
Keyphrases
- multi task learning
- recommender systems
- pairwise
- high order
- multi task
- collaborative filtering
- learning tasks
- multiple tasks
- gaussian processes
- transfer learning
- multitask learning
- learning problems
- multi label image annotation
- metric learning
- multi class
- matrix factorization
- loss function
- higher order
- similarity measure
- theoretical analysis
- inductive learning
- learning models
- semi supervised
- learning algorithm
- markov random field
- bayesian framework
- prior knowledge
- reinforcement learning