Error Estimation for Randomized Least-Squares Algorithms via the Bootstrap.

Miles E. Lopes Shusen Wang Michael W. Mahoney

Published in: ICML (2018)

Keyphrases

least squares
error estimation
error estimates
cross validation
learning algorithm
computational complexity
computational cost
model selection
orders of magnitude
theoretical analysis
worst case
benchmark datasets
classification algorithm
times faster
reinforcement learning
randomized algorithms
computer vision