A Sample Complexity Measure with Applications to Learning Optimal Auctions.
Vasilis SyrgkanisPublished in: NIPS (2017)
Keyphrases
- sample complexity
- learning problems
- learning algorithm
- learning process
- prior knowledge
- supervised learning
- active learning
- theoretical analysis
- learning tasks
- unsupervised learning
- linear threshold
- decision lists
- special case
- machine learning algorithms
- data mining
- concept classes
- lower bound
- learning environment
- pac learnability