Generalization

DATASCI 415: Statistical Learning and Data Mining

University of Michigan

including slides by Mu Li and Alex Smola

Generalization

1. (In-distribution) Generalization

2. Covariate shift

3. Label shift

4. Adversarial examples

5. Non-stationary environments