Enhancing Machine Learning Optimization Algorithms by Leveraging Memory Caching (Research Poster).
Imen ChakrounTom Vander AaTom AshbyPublished in: HPCS (2018)
Keyphrases
- machine learning
- optimization problems
- machine learning algorithms
- computational cost
- discrete optimization
- learning algorithm
- search algorithm
- significant improvement
- machine learning methods
- computational complexity
- highly scalable
- memory usage
- machine learning approaches
- optimization methods
- memory requirements
- computationally efficient
- computer science
- optimization algorithm
- benchmark datasets
- orders of magnitude
- theoretical analysis
- feature selection
- data structure
- query processing
- limited memory
- neural network