Nonlinear-by-Linear: Guaranteeing Error Bounds in Compressive Autoencoders.
Jaemoon LeeAnand RangarajanSanjay RankaPublished in: IC3 (2023)
Keyphrases
- error bounds
- linear systems
- theoretical analysis
- simple linear
- worst case
- piecewise linear
- denoising
- nonlinear models
- linear approximation
- locally linear
- nonlinear regression
- nonlinear functions
- finite sample
- polynomial time approximation
- wavelet synopses
- independent components analysis
- compressive sensing
- np hard
- query answers
- gauss seidel