Mitigating Negative Transfer in Multi-Task Learning with Exponential Moving Average Loss Weighting Strategies (Student Abstract).
Anish LakkapragadaEssam SleimanSaimourya SurabhiDennis P. WallPublished in: AAAI (2023)
Keyphrases
- multi task learning
- moving average
- transfer learning
- multi task
- autoregressive
- multiple tasks
- gaussian processes
- learning tasks
- multitask learning
- learning problems
- high order
- theoretical analysis
- inductive learning
- learning process
- learning environment
- non stationary
- learning models
- gaussian process
- information retrieval
- learning styles
- distance measure
- higher order
- recommender systems
- reinforcement learning
- learning algorithm