Error Estimation for Randomized Least-Squares Algorithms via the Bootstrap.
Miles E. LopesShusen WangMichael W. MahoneyPublished in: CoRR (2018)
Keyphrases
- least squares
- error estimation
- error estimates
- computationally efficient
- learning algorithm
- computational cost
- theoretical analysis
- times faster
- model selection
- policy evaluation
- data structure
- search algorithm
- significant improvement
- face recognition
- neural network
- parameter estimation
- markov decision processes
- combinatorial optimization
- generalization error
- data mining