Oracle Complexity of Second-Order Methods for Finite-Sum Problems.
Yossi ArjevaniOhad ShamirPublished in: ICML (2017)
Keyphrases
- computational cost
- data sets
- practical problems
- empirical studies
- search methods
- methods can be applied
- control problems
- high order
- problems in computer vision
- difficult problems
- alternative methods
- decision problems
- np complete
- significant improvement
- preprocessing
- machine learning methods
- machine learning algorithms
- data mining applications
- heuristic methods
- higher order
- reinforcement learning
- feature selection
- high computational complexity
- larger problems
- neural network