Generalization Guarantee of SGD for Pairwise Learning.
Yunwen LeiMingrui LiuYiming YingPublished in: NeurIPS (2021)
Keyphrases
- pairwise
- learning process
- learning algorithm
- learning systems
- reinforcement learning
- online learning
- multi class
- machine learning
- supervised learning
- knowledge acquisition
- prior knowledge
- similarity measure
- objective function
- image restoration
- loss function
- inductive inference
- efficient learning
- stochastic gradient descent