PAC-Battling Bandits with Plackett-Luce: Tradeoff between Sample Complexity and Subset Size.
Aditya GopalanAadirupa SahaPublished in: CoRR (2018)
Keyphrases
- sample complexity
- pac learning
- theoretical analysis
- vc dimension
- upper bound
- generalization error
- learning algorithm
- learning problems
- special case
- lower bound
- active learning
- supervised learning
- target function
- decision lists
- concept classes
- linear threshold
- irrelevant features
- sample size
- computational complexity
- training examples
- machine learning
- covering numbers
- sample complexity bounds
- average case
- cross validation
- unsupervised learning
- prior knowledge
- feature extraction
- malicious noise
- data sets