A Progressive Batching L-BFGS Method for Machine Learning.
Raghu BollapragadaDheevatsa MudigereJorge NocedalHao-Jun Michael ShiPing Tak Peter TangPublished in: ICML (2018)
Keyphrases
- machine learning
- edge detection
- machine learning methods
- dynamic programming
- significant improvement
- high precision
- optimization method
- classification method
- information extraction
- natural language processing
- segmentation method
- optimization algorithm
- synthetic data
- detection method
- feature set
- statistical methods
- clustering method
- support vector machine svm
- computational cost
- cost function
- prior knowledge
- preprocessing
- computational complexity