Achieving Globally Superlinear Convergence for Distributed Optimization with Adaptive Newton Method.
Jiaqi ZhangKeyou YouTamer BasarPublished in: CDC (2020)
Keyphrases
- superlinear convergence
- newton method
- quasi newton
- quadratic programming
- convergence analysis
- global convergence
- linear equations
- optimization method
- variational inequalities
- optimization methods
- regularized least squares
- optimality conditions
- step size
- nonlinear programming
- linear svm
- mean shift
- interior point methods
- optimization algorithm
- linear programming
- nonnegative matrix factorization
- optimization problems
- global optimum
- evolutionary algorithm
- graph cuts
- neural network training