Sample Complexity of the Boolean Multireference Alignment Problem.
Emmanuel AbbeJoão M. PereiraAmit SingerPublished in: CoRR (2017)
Keyphrases
- sample complexity
- theoretical analysis
- upper bound
- linear threshold
- learning problems
- special case
- vc dimension
- learning algorithm
- generalization error
- lower bound
- supervised learning
- pac learning
- active learning
- pac learnability
- sample size
- boolean functions
- real valued
- training examples
- decision lists
- concept classes
- data sets
- covering numbers
- text categorization
- sample complexity bounds
- average case