Dualize, Split, Randomize: Toward Fast Nonsmooth Optimization Algorithms.
Adil SalimLaurent CondatKonstantin MishchenkoPeter RichtárikPublished in: J. Optim. Theory Appl. (2022)
Keyphrases
- optimization problems
- learning algorithm
- theoretical analysis
- optimization algorithm
- orders of magnitude
- times faster
- data structure
- computational complexity
- combinatorial optimization
- globally convergent
- bilevel programming
- convex optimization problems
- efficient optimization
- stochastic gradient
- stochastic search
- discrete optimization
- optimization methods
- significant improvement
- evolutionary algorithm
- image segmentation