InstaHide's Sample Complexity When Mixing Two Private Images.
Baihe HuangZhao SongRunzhou TaoRuizhe ZhangDanyang ZhuoPublished in: CoRR (2020)
Keyphrases
- sample complexity
- image classification
- image features
- input image
- vc dimension
- object recognition
- learning problems
- special case
- theoretical analysis
- learning algorithm
- supervised learning
- small number
- active learning
- upper bound
- state space
- training examples
- machine learning algorithms
- generalization error
- similarity measure
- data mining
- pac learning