Doubly Adaptive Scaled Algorithm for Machine Learning Using Second-Order Information.
Majid JahaniSergey RusakovZheng ShiPeter RichtárikMichael W. MahoneyMartin TakácPublished in: ICLR (2022)
Keyphrases
- machine learning
- experimental evaluation
- detection algorithm
- learning algorithm
- dynamic programming
- theoretical analysis
- high accuracy
- optimization algorithm
- times faster
- matching algorithm
- significant improvement
- cost function
- linear programming
- worst case
- information extraction
- information sources
- preprocessing
- data structure
- support vector machine
- improved algorithm
- final result
- knowledge acquisition
- neural network
- domain knowledge
- np hard
- k means
- computational complexity
- optimal solution
- objective function
- similarity measure