Bias-variance decomposition of overparameterized regression with random linear features.

Jason W. Rocks Pankaj Mehta

Published in: CoRR (2022)

Keyphrases

linear features
bias variance decomposition
variance reduction
hough transform
base learners
feature detection
bias variance
model selection
line segments
linear regression
hyperplane
trade off
aerial images
principal components
topographic maps
image processing
learning scheme
regression problems
decision trees