Smoothed Online Learning is as Easy as Statistical Learning.
Adam BlockYuval DaganNoah GolowichAlexander RakhlinPublished in: COLT (2022)
Keyphrases
- statistical learning
- online learning
- information theory
- statistical learning theory
- model selection
- e learning
- supervised learning
- multi view face detection
- statistical inference
- text mining
- image processing
- active learning
- structured sparsity
- prior knowledge
- semi supervised learning
- decision trees
- principal component analysis
- training data
- three dimensional
- data sets