Stability Yields Sublinear Time Algorithms for Geometric Optimization in Machine Learning.
Hu DingPublished in: ESA (2021)
Keyphrases
- machine learning
- learning algorithm
- optimization problems
- combinatorial optimization
- optimization approaches
- machine learning approaches
- computational complexity
- theoretical analysis
- machine learning methods
- global optimization
- discrete optimization
- machine learning systems
- computational intelligence
- support vector machine
- machine learning algorithms
- benchmark datasets
- computational cost
- optimization methods
- constrained optimization
- significant improvement
- optimization criteria