Statistical Tests for Optimization Efficiency.
Levi BoylesAnoop Korattikara BalanDeva RamananMax WellingPublished in: NIPS (2011)
Keyphrases
- statistical tests
- hypothesis testing
- statistical analysis
- statistically significant
- statistical methods
- independent variables
- optimization algorithm
- sample size
- optimization model
- statistical significance
- optimization process
- optimization method
- databases
- factor analysis
- global optimization
- combinatorial optimization
- optimization problems
- computational complexity
- model selection
- worst case
- multi class
- optimization methods
- special case
- random sampling
- evolutionary algorithm
- constrained optimization
- pairwise
- objective function
- reinforcement learning
- data sets
- hypothesis test