Malign Overfitting: Interpolation Can Provably Preclude Invariance.
Yoav WaldGal YonaUri ShalitYair CarmonPublished in: CoRR (2022)
Keyphrases
- discriminative power
- decision trees
- image interpolation
- worst case
- cross validation
- data sets
- linear interpolation
- interpolation method
- invariant features
- neural network
- artificial intelligence
- machine learning
- database
- interpolation algorithm
- genetic algorithm
- image transformations
- data mining
- sparse sampling
- illumination invariance
- piecewise polynomial
- view invariant action recognition