Sample Complexity Bound for Evaluating the Robust Observer's Performance under Coprime Factors Uncertainty.
Serban SabauYifei ZhangSourav Kumar UkilPublished in: L4DC (2023)
Keyphrases
- sample complexity
- upper bound
- vc dimension
- lower bound
- theoretical analysis
- pac learning
- uniform convergence
- learning algorithm
- generalization error
- learning problems
- linear threshold
- sample size
- worst case
- supervised learning
- special case
- concept classes
- active learning
- sequential decision problems
- data sets
- real valued functions
- pac learnability
- training examples
- support vector machine
- learning process