Sparse multi-reference alignment: sample complexity and computational hardness.
Tamir BendoryOscar MickelinAmit SingerPublished in: CoRR (2021)
Keyphrases
- sample complexity
- theoretical analysis
- learning problems
- pac learning
- generalization error
- learning algorithm
- special case
- vc dimension
- active learning
- upper bound
- pac learnability
- supervised learning
- lower bound
- linear threshold
- covering numbers
- worst case
- training examples
- computational complexity
- irrelevant features
- high dimensional
- pairwise
- concept classes
- uniform convergence
- model selection
- decision lists
- data sets