GIANT: Globally Improved Approximate Newton Method for Distributed Optimization.
Shusen WangFarbod Roosta-KhorasaniPeng XuMichael W. MahoneyPublished in: CoRR (2017)
Keyphrases
- newton method
- quasi newton
- quadratic programming
- convergence analysis
- global optimization
- optimization problems
- global convergence
- regularized least squares
- linear equations
- optimization algorithm
- optimization methods
- optimality conditions
- optimization method
- multi objective
- feature space
- decision trees
- linear svm
- linear programming
- support vector machine