A Semismooth Newton Method for Fast, Generic Convex Programming.
Alnur AliEric WongJ. Zico KolterPublished in: ICML (2017)
Keyphrases
- convex programming
- newton method
- variational inequalities
- primal dual
- interior point methods
- linear programming
- quadratic programming
- convex optimization
- convergence analysis
- fischer burmeister
- linear program
- regularized least squares
- optimality conditions
- linear equations
- nonlinear programming
- sensitivity analysis
- convex sets
- semidefinite programming
- approximation algorithms
- convex functions
- linear svm
- convergence rate
- nonnegative matrix factorization
- nash equilibrium
- optimal solution
- special case
- objective function