Smeariness Begets Finite Sample Smeariness.
Do TranBenjamin EltznerStephan HuckemannPublished in: GSI (2021)
Keyphrases
- finite sample
- sample size
- statistical learning theory
- error bounds
- uniform convergence
- nearest neighbor
- generalization bounds
- parzen window
- model selection
- sufficient conditions
- statistical learning
- generalization error
- learning problems
- inductive inference
- theoretical analysis
- support vector
- supervised classification
- support vector machine
- high dimensional