Sample complexity of partition identification using multi-armed bandits.
Sandeep JunejaSubhashini KrishnasamyPublished in: CoRR (2018)
Keyphrases
- sample complexity
- multi armed bandits
- theoretical analysis
- learning problems
- lower bound
- special case
- active learning
- vc dimension
- upper bound
- pac learning
- learning algorithm
- supervised learning
- generalization error
- training examples
- bandit problems
- data mining
- sample size
- multi armed bandit
- machine learning
- data sets
- maximum likelihood
- np hard