Double Descent and Overfitting under Noisy Inputs and Distribution Shift for Linear Denoisers.
Chinmaya KausikKashvi SrivastavaRishi SonthaliaPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- probability distribution
- spatial distribution
- decision trees
- laplace transform
- linear model
- random variables
- linear systems
- joint distribution
- density function
- genetic algorithm
- information systems
- data sets
- noisy observations
- noise free
- power law
- neural network
- normal distribution
- artificial intelligence
- lower bound
- image processing
- noisy data
- cross validation
- real time
- input data
- reinforcement learning
- high dimensional