Optimal Learning for Multi-pass Stochastic Gradient Methods.
Junhong LinLorenzo RosascoPublished in: NIPS (2016)
Keyphrases
- stochastic gradient
- learning algorithm
- stochastic gradient descent
- active learning
- exponentiated gradient
- feature extraction
- face recognition
- similarity measure
- reinforcement learning
- supervised learning
- worst case
- online learning
- machine learning algorithms
- machine learning methods
- learning tasks
- learning problems