Sample Complexity for Evaluating the Robust Linear Observers Performance under Coprime Factors Uncertainty.
Yifei ZhangSourav Kumar UkilAndrei SperilaSerban SabauPublished in: CoRR (2022)
Keyphrases
- sample complexity
- theoretical analysis
- vc dimension
- supervised learning
- upper bound
- generalization error
- pac learning
- learning algorithm
- lower bound
- concept classes
- active learning
- training examples
- sample size
- learning problems
- pac learnability
- covering numbers
- irrelevant features
- support vector machine
- face recognition