On Graduated Optimization for Stochastic Non-Convex Problems.
Elad HazanKfir Y. LevyShai Shalev-ShwartzPublished in: CoRR (2015)
Keyphrases
- optimization problems
- convex optimization problems
- convex programming
- global optimization
- data sets
- optimization approaches
- discrete optimization
- stochastic optimization
- semi definite programming
- quadratic program
- saddle point
- quasiconvex
- np complete
- search algorithm
- approximation schemes
- stochastic optimization problems
- optimal control problems
- stochastic programming
- decision variables
- constrained optimization
- mathematical programming
- optimization methods
- combinatorial optimization
- optimization algorithm
- dynamic programming