Sharper Generalization Bounds for Learning with Gradient-dominated Objective Functions.
Yunwen LeiYiming YingPublished in: ICLR (2021)
Keyphrases
- learning algorithm
- objective function
- generalization bounds
- learning tasks
- learning process
- active learning
- learning machines
- supervised learning
- inductive inference
- statistical learning
- learning theory
- uniform convergence
- learning scheme
- generalization ability
- learning problems
- document retrieval
- fault diagnosis
- special case
- optimal solution
- reinforcement learning