Multi-Resolution Active Learning of Fourier Neural Operators.
Shibo LiXin YuWei W. XingRobert M. KirbyAkil NarayanShandian ZhePublished in: AISTATS (2024)
Keyphrases
- active learning
- multiresolution
- neural network
- fourier transform
- network architecture
- semi supervised
- coarse to fine
- wavelet domain
- learning strategies
- morphological operators
- bio inspired
- shift invariant
- translation invariant
- wavelet coefficients
- training examples
- coarse to fine strategy
- radon transform
- pool based active learning
- subband
- training set
- learning algorithm
- labeled data
- wavelet transform
- experimental design
- fourier domain
- hierarchical representation
- fourier analysis
- selective sampling
- series expansion
- frequency domain
- associative memory
- supervised learning
- learning process
- genetic algorithm