Flat Chance! Using Stochastic Gradient Estimators to Assess Plausible Optimality for Convex Functions.
David J. EckmanMatthew PlumleeBarry L. NelsonPublished in: WSC (2021)
Keyphrases
- convex functions
- gradient estimators
- global optimality
- linear program
- convex programs
- dc programming
- objective function
- exact penalty
- quasiconvex
- convex sets
- optimal solution
- primal dual
- convex programming
- piecewise linear
- linear programming
- image segmentation
- probability density function
- probability distribution
- multiscale
- training data