Statistical bounds for Gaussian regression algorithms based on Karhunen-Loève expansions.
Gianluigi PillonettoLuca SchenatoDamiano VaragnoloPublished in: CDC (2017)
Keyphrases
- worst case
- lower bound
- computationally efficient
- optimization problems
- theoretical analysis
- regression algorithm
- learning algorithm
- significant improvement
- bayesian networks
- computational cost
- search algorithm
- maximum likelihood
- statistical analysis
- support vector
- data structure
- statistical methods
- error bounds
- support vector regression
- upper and lower bounds