Boson-Sampling in the light of sample complexity.
Christian GogolinMartin KlieschLeandro AolitaJens EisertPublished in: CoRR (2013)
Keyphrases
- sample complexity
- sample size
- theoretical analysis
- pac learning
- active learning
- vc dimension
- upper bound
- learning problems
- lower bound
- random sampling
- learning algorithm
- supervised learning
- generalization error
- special case
- concept classes
- training examples
- covering numbers
- pac learnability
- sample complexity bounds
- average case
- model selection
- concept class
- irrelevant features
- text classification
- learning process
- computational complexity