Low Sample Complexity Participatory Budgeting.
Mohak GoyalSukolsak SakshuwongSahasrajit SarmasarkarAshish GoelPublished in: CoRR (2023)
Keyphrases
- sample complexity
- theoretical analysis
- upper bound
- pac learning
- vc dimension
- learning algorithm
- learning problems
- supervised learning
- active learning
- generalization error
- special case
- training examples
- lower bound
- concept classes
- pac learnability
- uniform convergence
- sample complexity bounds
- sample size
- average case
- number of irrelevant features
- data mining
- covering numbers
- kernel methods
- prior knowledge
- irrelevant features
- linear threshold