Distributional Robustness Bounds Generalization Errors.
Shixiong WangHaowei WangJean HonorioPublished in: CoRR (2022)
Keyphrases
- generalization bounds
- upper bound
- high robustness
- learning machines
- lower bound
- databases
- decision trees
- worst case
- expected error
- average case
- vc dimension
- data dependent
- error analysis
- learning theory
- model selection
- digital images
- training data
- information systems
- social networks
- artificial intelligence
- neural network