A Robust Multi-Batch L-BFGS Method for Machine Learning.
Albert S. BerahasMartin TakácPublished in: CoRR (2017)
Keyphrases
- machine learning
- experimental evaluation
- computational cost
- machine learning methods
- objective function
- significant improvement
- high precision
- pairwise
- cost function
- least squares
- computationally efficient
- probabilistic model
- image noise
- segmentation method
- loss function
- synthetic data
- text classification
- computational complexity
- image sequences
- decision trees