A robust multi-batch L-BFGS method for machine learning.
Albert S. BerahasMartin TakácPublished in: Optim. Methods Softw. (2020)
Keyphrases
- machine learning
- cost function
- high accuracy
- preprocessing
- detection method
- significant improvement
- highly accurate
- machine learning methods
- computationally efficient
- support vector machine
- data sets
- similarity measure
- feature set
- convergence rate
- optimization algorithm
- data mining
- synthetic data
- clustering method
- convex optimization
- statistical methods
- high precision
- feature selection
- optical flow
- segmentation algorithm
- feature extraction
- semi supervised
- computational complexity