A Superlinearly-Convergent Proximal Newton-type Method for the Optimization of Finite Sums.
Anton RodomanovDmitry KropotovPublished in: ICML (2016)
Keyphrases
- high accuracy
- optimization algorithm
- optimization method
- cost function
- model selection
- significant improvement
- optimization model
- global optimization
- classification accuracy
- synthetic data
- input data
- clustering method
- newton method
- objective function
- detection algorithm
- principal component analysis
- computational cost
- experimental evaluation
- dynamic programming
- prior knowledge