Mitigating Negative Transfer in Multi-Task Learning with Exponential Moving Average Loss Weighting Strategies.
Anish LakkapragadaEssam SleimanSaimourya SurabhiDennis P. WallPublished in: CoRR (2022)
Keyphrases
- multi task learning
- moving average
- transfer learning
- multi task
- autoregressive
- learning tasks
- gaussian processes
- multiple tasks
- learning problems
- high order
- multitask learning
- theoretical analysis
- learning models
- inductive learning
- learning algorithm
- multi class
- machine learning
- semi supervised learning
- text mining
- supervised learning
- active learning
- metric learning
- prior knowledge
- reinforcement learning
- bayesian networks
- similarity measure