Adaptive First- and Second-Order Algorithms for Large-Scale Machine Learning.
Sanae LotfiTiphaine Bonniot de RuisseletDominique OrbanAndrea LodiPublished in: CoRR (2021)
Keyphrases
- machine learning
- learning algorithm
- adaptive algorithms
- benchmark datasets
- machine learning algorithms
- computational cost
- orders of magnitude
- data structure
- learning models
- kernel methods
- machine learning methods
- feature selection
- higher order
- real life
- training data
- optimization problems
- active learning
- computer vision
- data mining algorithms
- pattern recognition
- times faster
- search algorithm
- inductive learning
- reinforcement learning
- artificial intelligence