Unified Projection-Free Algorithms for Adversarial DR-Submodular Optimization.
Mohammad PedramfarYididiya Y. NadewChristopher J. QuinnVaneet AggarwalPublished in: CoRR (2024)
Keyphrases
- optimization problems
- computational complexity
- optimization methods
- learning algorithm
- computational cost
- approximately optimal
- image segmentation
- discrete optimization
- benchmark datasets
- orders of magnitude
- computationally expensive
- combinatorial optimization
- complex optimization problems
- stochastic gradient
- graph theory
- global optimization
- optimization method
- theoretical analysis
- computationally efficient
- query processing
- evolutionary algorithm
- clustering algorithm
- computer vision