Convergence Guarantees for a Class of Non-convex and Non-smooth Optimization Problems.
Koulik KhamaruMartin J. WainwrightPublished in: J. Mach. Learn. Res. (2019)
Keyphrases
- optimization problems
- convex optimization problems
- evolutionary algorithm
- cost function
- objective function
- multi objective
- convergence rate
- linear complementarity problem
- decision trees
- multi class classification
- finite dimensional
- convergence proof
- computer vision
- global convergence
- iterative algorithms
- piecewise constant
- globally optimal
- convex optimization
- combinatorial optimization