U-Invariant Sampling: Extrapolation and Causal Interpolation From Generalized Samples.
Tomer MichaeliVolker PohlYonina C. EldarPublished in: IEEE Trans. Signal Process. (2011)
Keyphrases
- sampling methods
- sparse sampling
- sampled data
- random sampling
- stratified sampling
- sampling theorem
- training samples
- data sets
- sparsely sampled
- band limited
- sampling algorithm
- random samples
- sampling strategy
- random sample
- low pass filtering
- sample selection
- sample space
- sampling strategies
- bayesian networks
- causal reasoning
- image interpolation
- super resolution algorithm
- causal relations
- minority class
- geometric transformations
- moment invariants
- output space
- causal relationships
- affine invariant
- incomplete data
- affine transformation
- sample size
- high dimensional