The backbone method for ultra-high dimensional sparse machine learning.
Dimitris BertsimasVassilis DigalakisPublished in: Mach. Learn. (2022)
Keyphrases
- machine learning
- high dimensional
- machine learning methods
- experimental evaluation
- dynamic programming
- computational complexity
- highly accurate
- preprocessing
- computational cost
- high precision
- high speed
- missing data
- information extraction
- segmentation method
- classification method
- noisy data
- sparse data
- high dimension
- detection method
- unsupervised learning
- low dimensional
- support vector machine
- probabilistic model
- significant improvement
- feature space
- data analysis
- genetic algorithm