Performance bounds for LASSO under multiplicative LogNormal noise: Applications to pooled RT-PCR testing.
Richeek DasAaron Jerry NinanAdithya BhaskarAjit RajwadePublished in: Signal Process. (2024)
Keyphrases
- upper bound
- lower bound
- noisy data
- feature selection
- noise sensitivity
- random noise
- noise level
- least squares
- worst case
- neural network
- test cases
- cross validation
- noise model
- upper and lower bounds
- sequence data
- objective function
- noise free
- noisy environments
- image noise
- power law
- software testing
- lower and upper bounds
- vc dimension
- gaussian noise
- variable selection
- evolutionary algorithm
- linear regression
- noisy images
- signal to noise ratio
- error bounds
- missing data
- edge detection